Add BioCLIP 2.5 embeddings and benchmark artifacts
Browse files
bioclip2_5_benchmark/current_leaderboard_hf_primary.csv
ADDED
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| 1 |
+
model_short,dim_reduction,clustering,n_rows,split_balanced_v_mean,aves_v_mean,mammalia_v_mean,v_mean,ami_mean,ari_mean,homogeneity_mean,completeness_mean
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| 2 |
+
dinov3_vith16plus,TSNE,HIERARCHICAL_K30,200,0.957638620343656,0.9611898568678519,0.9540873838194601,0.957638620343656,0.0,0.9308222506177488,0.9567661095098419,0.9585141988487372
|
| 3 |
+
dinov3_vith16plus,TSNE,GMM_K30,200,0.9558884269679986,0.9579752105950471,0.9538016433409501,0.9558884269679986,0.0,0.9203451538041209,0.9535097176784044,0.9582856533803322
|
| 4 |
+
dinov3_vith16plus,UMAP,HIERARCHICAL_K30,200,0.9544754181035598,0.9596171628098084,0.9493336733973113,0.9544754181035598,0.0,0.9239692875948826,0.9532168571382899,0.9557408342639829
|
| 5 |
+
dinov3_vith16plus,UMAP,GMM_K30,200,0.9527842480351281,0.9561687579542416,0.9493997381160144,0.952784248035128,0.0,0.9143640839097206,0.9502614833441486,0.9553260643111078
|
| 6 |
+
dinov3_vith16plus,TSNE,HDBSCAN,200,0.9434572710484224,0.9475875761625668,0.939326965934278,0.9434572710484224,0.0,0.8929520618988506,0.9535047847261747,0.9337706518067337
|
| 7 |
+
dinov3_vith16plus,TSNE,HIERARCHICAL_K45,200,0.9227081759494038,0.9232585908529893,0.9221577610458181,0.9227081759494038,0.0,0.8299964609473015,0.9670526980158083,0.8822532007472557
|
| 8 |
+
dinov3_vith16plus,UMAP,HIERARCHICAL_K45,200,0.9223362226373282,0.9232841625013125,0.921388282773344,0.9223362226373282,0.0,0.8346151375736746,0.9656705404283507,0.8827259719901583
|
| 9 |
+
dinov3_vith16plus,TSNE,GMM_K45,200,0.9218781938180317,0.9234316688878711,0.9203247187481923,0.9218781938180317,0.0,0.8275378219039108,0.9664189427966127,0.8812651536067415
|
| 10 |
+
dinov3_vith16plus,UMAP,GMM_K45,200,0.9211718682228806,0.9223950225082546,0.9199487139375065,0.9211718682228806,0.0,0.8320212874320202,0.9645289215464672,0.8815481875835778
|
| 11 |
+
dinov3_vith16plus,UMAP,HDBSCAN,200,0.9031447524973175,0.9167050706870907,0.8895844343075442,0.9031447524973174,0.0,0.8182778359380508,0.9464666835375802,0.8638617866209295
|
| 12 |
+
dinov2_vitg14,TSNE,HIERARCHICAL_K30,200,0.8789607771569972,0.9026161363149403,0.8553054179990539,0.878960777156997,0.0,0.7876079975660268,0.8756101517728249,0.8823411184413555
|
| 13 |
+
dinov2_vitg14,TSNE,GMM_K30,200,0.8766616942093408,0.9002827835919891,0.8530406048266924,0.8766616942093408,0.0,0.7748722484036933,0.872432120566289,0.8809447572054824
|
| 14 |
+
dinov2_vitg14,UMAP,HIERARCHICAL_K30,200,0.8742994691629792,0.9002506515279554,0.848348286798003,0.8742994691629792,0.0,0.7738962866842505,0.8702593983715686,0.8783851058711342
|
| 15 |
+
dinov2_vitg14,TSNE,HDBSCAN,200,0.8730551737392536,0.9028279406358131,0.8432824068426942,0.8730551737392536,0.0,0.7789034910668625,0.8885494442426246,0.858238088501961
|
| 16 |
+
dinov2_vitg14,UMAP,GMM_K30,200,0.8729186717697515,0.9005614784661865,0.8452758650733163,0.8729186717697515,0.0,0.7654507073560807,0.8682635174706392,0.8776422387385613
|
| 17 |
+
dinov2_vitg14,TSNE,HIERARCHICAL_K45,200,0.8660708404698362,0.8832518444231845,0.8488898365164879,0.8660708404698362,0.0,0.7724134426877826,0.9078726520933537,0.8279521894523871
|
| 18 |
+
dinov2_vitg14,TSNE,GMM_K45,200,0.8627948625083751,0.881361942679149,0.8442277823376012,0.8627948625083751,0.0,0.7564315705371585,0.9048338247061326,0.8244926102679591
|
| 19 |
+
dinov2_vitg14,UMAP,HIERARCHICAL_K45,200,0.8584127838443341,0.8789543910781934,0.8378711766104748,0.8584127838443342,0.0,0.7563184897825769,0.8991843113604125,0.8211818749216638
|
| 20 |
+
dinov2_vitg14,UMAP,GMM_K45,200,0.855577224288345,0.8776938820068817,0.8334605665698085,0.8555772242883452,0.0,0.7439892353066951,0.8966362042282734,0.8181169634214149
|
| 21 |
+
dinov3_vith16plus,TSNE,GMM_K90,200,0.8457539288691303,0.846237422567152,0.8452704351711086,0.8457539288691303,0.0,0.5265159943436863,0.9723870601535577,0.7483056492742669
|
| 22 |
+
dinov3_vith16plus,UMAP,GMM_K90,200,0.8456250353161312,0.8451326786812169,0.8461173919510455,0.8456250353161312,0.0,0.5363776659303398,0.9702700435671171,0.7493626647067053
|
| 23 |
+
dinov2_vitg14,UMAP,HDBSCAN,200,0.8456043674456506,0.8892063252105226,0.8020024096807787,0.8456043674456507,0.0,0.7081920428926352,0.87373346350063,0.8194472531634155
|
| 24 |
+
dinov3_vith16plus,TSNE,HIERARCHICAL_K90,200,0.8453445297758719,0.8453764649140495,0.8453125946376944,0.8453445297758719,0.0,0.5205138271217495,0.9729465493360415,0.7473335033297703
|
| 25 |
+
dinov3_vith16plus,UMAP,HIERARCHICAL_K90,200,0.8452403499309953,0.8448194783344463,0.8456612215275443,0.8452403499309953,0.0,0.5302929254527273,0.9708734818338046,0.7483987392313647
|
| 26 |
+
dinov3_vith16plus,TSNE,HIERARCHICAL_K15,200,0.8440033488131569,0.8484539830914147,0.8395527145348991,0.844003348813157,0.0,0.5747153396056162,0.7509209473467342,0.9634658946493947
|
| 27 |
+
dinov3_vith16plus,TSNE,GMM_K15,200,0.8284845692883347,0.8332955544142319,0.8236735841624375,0.8284845692883347,0.0,0.546304211832457,0.735228782782761,0.9488760581046118
|
| 28 |
+
dinov3_vith16plus,UMAP,HIERARCHICAL_K15,200,0.8266139177178702,0.8309209785251421,0.8223068569105982,0.8266139177178702,0.0,0.48532248926992955,0.722639477459371,0.9657704814233902
|
| 29 |
+
dinov3_vith16plus,UMAP,GMM_K15,200,0.822099613820158,0.8281403875658412,0.8160588400744748,0.822099613820158,0.0,0.47375873886059866,0.7169925566786493,0.9636476197954444
|
| 30 |
+
dinov2_vitg14,TSNE,HIERARCHICAL_K90,200,0.8029084825298396,0.8136865098802251,0.7921304551794542,0.8029084825298397,0.0,0.49796002567577025,0.9224662263789463,0.7107878056439058
|
| 31 |
+
dinov2_vitg14,TSNE,GMM_K90,200,0.8017228266969536,0.813468091360068,0.7899775620338393,0.8017228266969537,0.0,0.49806682120265733,0.9204879928774453,0.7101057421591991
|
| 32 |
+
dinov2_vitg14,UMAP,HIERARCHICAL_K90,200,0.7964869252193594,0.8101645562685365,0.7828092941701824,0.7964869252193595,0.0,0.4947994378900982,0.91375575498918,0.7058978067607271
|
| 33 |
+
dinov2_vitg14,UMAP,GMM_K90,200,0.7955887607571464,0.8091804776658745,0.7819970438484182,0.7955887607571464,0.0,0.49374074765503473,0.9126636904618928,0.7051380484011692
|
| 34 |
+
dinov3_vith16plus,TSNE,GMM_K180,200,0.7838097770050478,0.7848403314438527,0.7827792225662431,0.783809777005048,0.0,0.3121161876891307,0.9783215547734192,0.6538189341739756
|
| 35 |
+
dinov3_vith16plus,UMAP,GMM_K180,200,0.782988093783895,0.7820284833928699,0.7839477041749201,0.782988093783895,0.0,0.31470024180994854,0.9761838027012283,0.6536310003311054
|
| 36 |
+
dinov3_vith16plus,UMAP,HIERARCHICAL_K180,200,0.7822784380650661,0.7813922107734064,0.7831646653567259,0.7822784380650661,0.0,0.310069912580503,0.9763884807636812,0.652550282347026
|
| 37 |
+
dinov3_vith16plus,TSNE,HIERARCHICAL_K180,200,0.7822698984984465,0.7827463157165921,0.7817934812803009,0.7822698984984465,0.0,0.3028844474404837,0.9786893061149338,0.6515143076456015
|
| 38 |
+
dinov2_vitg14,TSNE,HIERARCHICAL_K15,200,0.7719665252727281,0.7901724070549138,0.7537606434905424,0.7719665252727281,0.0,0.5016189977421025,0.6870718375418045,0.8808247560722879
|
| 39 |
+
dinov2_vitg14,UMAP,HIERARCHICAL_K15,200,0.7616413400440177,0.7800071951209101,0.7432754849671254,0.7616413400440177,0.0,0.445367058466598,0.6684180798411894,0.8852351532469838
|
| 40 |
+
dinov2_vitg14,TSNE,GMM_K15,200,0.7570253001625815,0.7757436749154686,0.7383069254096943,0.7570253001625814,0.0,0.4703548945707647,0.6709941931039559,0.8684054440526042
|
| 41 |
+
dinov2_vitg14,UMAP,GMM_K15,200,0.7563265810198492,0.776124733611424,0.7365284284282743,0.7563265810198492,0.0,0.42995446838873147,0.6617252592022688,0.8826601889160004
|
| 42 |
+
dinov2_vitg14,TSNE,GMM_K180,200,0.7513973494854171,0.7604715596504843,0.7423231393203499,0.751397349485417,0.0,0.30322166781641846,0.9357791413760627,0.6277168026415503
|
| 43 |
+
bioclip2_vitl14,TSNE,HIERARCHICAL_K45,200,0.7507813239673553,0.7813623101943934,0.7202003377403171,0.7507813239673552,0.0,0.6110536829830432,0.7897959525073084,0.7154410549029699
|
| 44 |
+
dinov2_vitg14,TSNE,HIERARCHICAL_K180,200,0.7500009268735504,0.7587669011524377,0.7412349525946631,0.7500009268735504,0.0,0.29151452146477247,0.9370307025968632,0.6252107601983866
|
| 45 |
+
bioclip2_vitl14,TSNE,GMM_K45,200,0.7460887884980297,0.7750151710840407,0.7171624059120187,0.7460887884980297,0.0,0.5879865323758011,0.7844099471898028,0.711339876585612
|
| 46 |
+
dinov2_vitg14,UMAP,HIERARCHICAL_K180,200,0.7450828136060381,0.7548627195084462,0.7353029077036299,0.745082813606038,0.0,0.2990730350560778,0.927661490603366,0.6225560165351541
|
| 47 |
+
dinov2_vitg14,UMAP,GMM_K180,200,0.744873578747764,0.754682011033255,0.7350651464622732,0.744873578747764,0.0,0.3005463489345693,0.9267790506082781,0.6226620210085665
|
| 48 |
+
bioclip2_vitl14,UMAP,HIERARCHICAL_K45,200,0.7402018263857242,0.7720560075301428,0.7083476452413054,0.7402018263857242,0.0,0.5919233569632515,0.7777037551678279,0.7061527410939397
|
| 49 |
+
bioclip2_vitl14,TSNE,HIERARCHICAL_K30,200,0.7366270732884805,0.770251244419932,0.7030029021570291,0.7366270732884805,0.0,0.5591545444208131,0.7313196581381317,0.7420153026379311
|
| 50 |
+
bioclip2_vitl14,TSNE,GMM_K30,200,0.7348522010688397,0.767168610003527,0.7025357921341525,0.7348522010688397,0.0,0.5472802075067322,0.7286931697723337,0.7411233683872935
|
| 51 |
+
bioclip2_vitl14,UMAP,GMM_K45,200,0.7345680348421617,0.7676541131333265,0.701481956550997,0.7345680348421617,0.0,0.565726717176748,0.770629634297665,0.7017373303117649
|
| 52 |
+
dinov3_vith16plus,ISOMAP,GMM_K30,20,0.7326666329844203,0.7476241315946852,0.7177091343741552,0.7326666329844203,0.0,0.49755173302193173,0.7202527324723855,0.7455577285636145
|
| 53 |
+
bioclip2_vitl14,UMAP,HIERARCHICAL_K30,200,0.731449754808982,0.7636078137893674,0.6992916958285965,0.7314497548089819,0.0,0.5316319584482637,0.723321352816977,0.7397709651601893
|
| 54 |
+
bioclip2_vitl14,TSNE,HDBSCAN,200,0.7301216705312117,0.7603489288627215,0.6998944121997018,0.7301216705312117,0.0,0.4669772592909923,0.7594620365823666,0.7031269211266464
|
| 55 |
+
bioclip2_vitl14,UMAP,GMM_K30,200,0.7281628181040378,0.762916387471769,0.6934092487363066,0.7281628181040378,0.0,0.5185623244988142,0.7186670916729068,0.7379310278262672
|
| 56 |
+
dinov3_vith16plus,ISOMAP,HIERARCHICAL_K30,20,0.7280669832638327,0.7471643695568063,0.7089695969708592,0.7280669832638328,0.0,0.49006348101204505,0.7162392140810924,0.7403165985251353
|
| 57 |
+
dinov3_vith16plus,ISOMAP,GMM_K45,20,0.7215787658411228,0.7361862540524755,0.70697127762977,0.7215787658411228,0.0,0.47398481089707284,0.7492775329437338,0.6958743160609416
|
| 58 |
+
bioclip2_vitl14,TSNE,HIERARCHICAL_K90,200,0.7184636621056063,0.7416861929292957,0.6952411312819169,0.7184636621056063,0.0,0.4326498883400732,0.8256688501247226,0.6359007223533442
|
| 59 |
+
dinov3_vith16plus,ISOMAP,HIERARCHICAL_K45,20,0.7163965495746273,0.7336364008201608,0.6991566983290938,0.7163965495746273,0.0,0.4652559611495239,0.7436830145240876,0.6910637095605706
|
| 60 |
+
bioclip2_vitl14,TSNE,GMM_K90,200,0.7141038060140446,0.7367114172065441,0.6914961948215451,0.7141038060140447,0.0,0.4176520519530228,0.8209815410197817,0.6318507508043656
|
| 61 |
+
clip_vitl14,TSNE,HIERARCHICAL_K45,200,0.7115614485947506,0.7286807666399612,0.6944421305495401,0.7115614485947506,0.0,0.5419900740062077,0.7483397047817705,0.6782306446376735
|
| 62 |
+
dinov3_vith16plus,ISOMAP,HIERARCHICAL_K15,20,0.7092574593571978,0.7273008455219653,0.6912140731924302,0.7092574593571978,0.0,0.3913526275342431,0.6218668111440027,0.8253548087633233
|
| 63 |
+
dinov3_vith16plus,ISOMAP,GMM_K15,20,0.7089888110457971,0.7242468138096406,0.6937308082819537,0.7089888110457971,0.0,0.3824711035798816,0.6198071874273307,0.8282579361618195
|
| 64 |
+
clip_vitl14,TSNE,GMM_K45,200,0.707904923470096,0.7243246383255135,0.6914852086146785,0.707904923470096,0.0,0.5244163760919136,0.7440901296742801,0.6750792198544768
|
| 65 |
+
bioclip2_vitl14,UMAP,HIERARCHICAL_K90,200,0.7077880420691449,0.7332996714107946,0.6822764127274954,0.7077880420691449,0.0,0.44267123396156277,0.8106179901278106,0.6281128220546578
|
| 66 |
+
bioclip2_vitl14,UMAP,GMM_K90,200,0.7036171972122582,0.729626479836964,0.6776079145875523,0.7036171972122581,0.0,0.41882911272532863,0.8071895062640162,0.623605170587073
|
| 67 |
+
clip_vitl14,UMAP,HIERARCHICAL_K45,200,0.6999124877654181,0.7195941674299046,0.6802308081009317,0.6999124877654181,0.0,0.5183965375880659,0.7347681666866633,0.6682172007258685
|
| 68 |
+
clip_vitl14,TSNE,HIERARCHICAL_K90,200,0.6971045168297434,0.7023725925769785,0.6918364410825084,0.6971045168297434,0.0,0.4031968890570143,0.8017249663279142,0.6166381039252723
|
| 69 |
+
clip_vitl14,TSNE,HDBSCAN,200,0.6970454617131496,0.7076927945033686,0.6863981289229305,0.6970454617131496,0.0,0.38789252704197213,0.7296398081578613,0.6673628043162619
|
| 70 |
+
clip_vitl14,TSNE,GMM_K90,200,0.694558908672136,0.6996461679107561,0.6894716494335159,0.694558908672136,0.0,0.3927797657757576,0.7987888512068683,0.614391530414704
|
| 71 |
+
bioclip2_vitl14,UMAP,HDBSCAN,200,0.6940373884735562,0.728868737930633,0.6592060390164795,0.6940373884735562,0.0,0.3621605104262842,0.7274942447614117,0.6637583737514791
|
| 72 |
+
clip_vitl14,UMAP,GMM_K45,200,0.6936530104656187,0.7121253779901028,0.6751806429411344,0.6936530104656187,0.0,0.4899802252889658,0.7266273560863947,0.6635499679838116
|
| 73 |
+
dinov3_vith16plus,ISOMAP,GMM_K90,20,0.689189133374927,0.7012063275754488,0.6771719391744053,0.689189133374927,0.0,0.366890025231001,0.7823804290445717,0.6158433389770135
|
| 74 |
+
clip_vitl14,TSNE,HIERARCHICAL_K30,200,0.6879800861607946,0.707912655142483,0.6680475171791063,0.6879800861607946,0.0,0.49425198999288844,0.6832468176785738,0.6927838690346969
|
| 75 |
+
bioclip2_vitl14,TSNE,HIERARCHICAL_K180,200,0.6873398339097555,0.7044099911774105,0.6702696766421005,0.6873398339097555,0.0,0.2618803159199427,0.858273042957324,0.5731851817631456
|
| 76 |
+
clip_vitl14,TSNE,GMM_K30,200,0.6866351064349029,0.7087555216778588,0.664514691191947,0.6866351064349029,0.0,0.48643051960788364,0.6809513060387867,0.6924238443828269
|
| 77 |
+
siglip_vitb16,TSNE,HIERARCHICAL_K45,200,0.6864014874290587,0.6988481780046458,0.6739547968534715,0.6864014874290587,0.0,0.5054850162975203,0.7220224910879735,0.6541312684571378
|
| 78 |
+
bioclip2_vitl14,TSNE,GMM_K180,200,0.6851078729539868,0.701706079398512,0.6685096665094615,0.6851078729539868,0.0,0.260544730801807,0.8545505446077172,0.5717423722136219
|
| 79 |
+
dinov3_vith16plus,ISOMAP,HIERARCHICAL_K90,20,0.6840959142169614,0.6984204067671691,0.6697714216667536,0.6840959142169614,0.0,0.35336823826564573,0.7773594923256936,0.6108223308280024
|
| 80 |
+
dinov2_vitg14,UMAP,DBSCAN,200,0.6827312159005919,0.6802634628186659,0.685198968982518,0.6827312159005919,0.0,0.17980389792626558,0.755576734304915,0.6229589574898056
|
| 81 |
+
siglip_vitb16,TSNE,GMM_K45,200,0.682483277682163,0.6952210974016428,0.669745457962683,0.6824832776821629,0.0,0.4882660968495825,0.7174574236601091,0.6507634342923776
|
| 82 |
+
clip_vitl14,UMAP,HIERARCHICAL_K30,200,0.6822197154920686,0.7062550916625601,0.6581843393215772,0.6822197154920686,0.0,0.4725208004865408,0.6746462580031654,0.689986698464439
|
| 83 |
+
clip_vitl14,UMAP,HIERARCHICAL_K90,200,0.6816071717538775,0.6930619678779477,0.6701523756298073,0.6816071717538775,0.0,0.39948915363763854,0.782614424748672,0.6036945476959463
|
| 84 |
+
dinov3_vith16plus,UMAP,DBSCAN,200,0.6806872831071109,0.6744326362764341,0.6869419299377877,0.6806872831071109,0.0,0.14237139239765886,0.7692367206649684,0.6104825713408558
|
| 85 |
+
clip_vitl14,UMAP,GMM_K30,200,0.6784189045992022,0.701320984049726,0.6555168251486784,0.6784189045992022,0.0,0.45333894142987846,0.6688147109597397,0.6883405165042624
|
| 86 |
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clip_vitl14,UMAP,GMM_K90,200,0.6777381876249664,0.6897475360079703,0.6657288392419624,0.6777381876249664,0.0,0.383080993881986,0.7780573052155069,0.600335940014955
|
| 87 |
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siglip_vitb16,TSNE,HIERARCHICAL_K90,200,0.6762923526380751,0.6818034997455574,0.6707812055305927,0.6762923526380751,0.0,0.38558112318025634,0.7780291097521033,0.5980861954270281
|
| 88 |
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bioclip2_vitl14,UMAP,HIERARCHICAL_K180,200,0.6757624422150019,0.6961506841506204,0.6553742002793833,0.6757624422150019,0.0,0.2801339512527282,0.8391369733727532,0.5656377810392396
|
| 89 |
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siglip_vitb16,UMAP,HIERARCHICAL_K45,200,0.6753331770010967,0.6918432684888005,0.658823085513393,0.6753331770010967,0.0,0.48112627651147394,0.7087221556257746,0.6449533692202286
|
| 90 |
+
bioclip2_vitl14,UMAP,GMM_K180,200,0.6744001083913446,0.6956898304939928,0.6531103862886963,0.6744001083913446,0.0,0.275946728957197,0.8374144962399098,0.564512905135877
|
| 91 |
+
dinov2_vitg14,TSNE,DBSCAN,200,0.6742427613953492,0.6769060121685181,0.6715795106221804,0.6742427613953492,0.0,0.16839189182330075,0.7554870366022078,0.6088455637375298
|
| 92 |
+
clip_vitl14,TSNE,HIERARCHICAL_K180,200,0.673540721889408,0.677237330181378,0.6698441135974379,0.673540721889408,0.0,0.24800526802384193,0.8416770249497069,0.5613950488308027
|
| 93 |
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siglip_vitb16,TSNE,GMM_K90,200,0.672459489710142,0.6784910442486192,0.6664279351716649,0.672459489710142,0.0,0.3688284454791994,0.7740087420425952,0.5944674946965494
|
| 94 |
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clip_vitl14,TSNE,GMM_K180,200,0.6716574888337765,0.674976360923038,0.6683386167445149,0.6716574888337765,0.0,0.24832041615922595,0.8381665472700751,0.560341851140282
|
| 95 |
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siglip_vitb16,TSNE,HDBSCAN,200,0.671115399288376,0.681212950488503,0.661017848088249,0.671115399288376,0.0,0.3373908339797496,0.702354563311062,0.6427611873426322
|
| 96 |
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siglip_vitb16,UMAP,GMM_K45,200,0.6681990779181776,0.6864629547212908,0.6499352011150643,0.6681990779181776,0.0,0.45051690713611264,0.6991020494187693,0.6399235341301555
|
| 97 |
+
dinov3_vith16plus,TSNE,DBSCAN,200,0.6678152476321686,0.6676346783319915,0.6679958169323456,0.6678152476321686,0.0,0.12431098122280018,0.7680117891530404,0.5907846265899311
|
| 98 |
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clip_vitl14,UMAP,HDBSCAN,200,0.6612161076791133,0.6765939710052977,0.6458382443529289,0.6612161076791133,0.0,0.2930379433833782,0.6966539849582843,0.6293821120443315
|
| 99 |
+
siglip_vitb16,UMAP,HIERARCHICAL_K90,200,0.6611034887239938,0.6700844202393039,0.6521225572086837,0.6611034887239938,0.0,0.379207865280961,0.7588217756924854,0.5856837247283144
|
| 100 |
+
siglip_vitb16,TSNE,HIERARCHICAL_K30,200,0.6606022636621579,0.677702257215409,0.6435022701089068,0.6606022636621579,0.0,0.4589395078561522,0.6558807615931904,0.665395124609056
|
| 101 |
+
siglip_vitb16,UMAP,HIERARCHICAL_K30,200,0.6595203902084001,0.6815294966748741,0.6375112837419263,0.6595203902084003,0.0,0.4459473512530254,0.6523452929769253,0.6668638000077124
|
| 102 |
+
siglip_vitb16,TSNE,GMM_K30,200,0.6585042523489378,0.674569286422813,0.6424392182750627,0.6585042523489378,0.0,0.4520861444154884,0.653365761046654,0.6637295427269143
|
| 103 |
+
clip_vitl14,UMAP,HIERARCHICAL_K180,200,0.657406766062143,0.666999180736028,0.647814351388258,0.657406766062143,0.0,0.2629290128044904,0.8170956114973403,0.5499328108986982
|
| 104 |
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siglip_vitb16,UMAP,GMM_K90,200,0.6569862925443253,0.6665705041483435,0.647402080940307,0.6569862925443253,0.0,0.3599124323655029,0.7543104683676615,0.5819085613617062
|
| 105 |
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siglip_vitb16,TSNE,HIERARCHICAL_K180,200,0.6561529604578911,0.6602219566552981,0.6520839642604839,0.6561529604578911,0.0,0.23659735208597543,0.8203654883357168,0.5467171397613227
|
| 106 |
+
clip_vitl14,UMAP,GMM_K180,200,0.6555706121476885,0.6650801882205281,0.6460610360748491,0.6555706121476886,0.0,0.2593060042714081,0.8148893321909452,0.5483622271377395
|
| 107 |
+
dinov3_vith16plus,ISOMAP,GMM_K180,20,0.6542930191566884,0.6655965300982051,0.6429895082151716,0.6542930191566884,0.0,0.24627021463813026,0.8057631930928827,0.5507645391674382
|
| 108 |
+
siglip_vitb16,TSNE,GMM_K180,200,0.6533457696162703,0.6581553887587167,0.6485361504738241,0.6533457696162704,0.0,0.2351542440597699,0.8157231938880387,0.5448828883048548
|
| 109 |
+
siglip_vitb16,UMAP,GMM_K30,200,0.6530699523715016,0.6748622179075751,0.6312776868354282,0.6530699523715017,0.0,0.42120791277062203,0.643232818920383,0.6632395939811787
|
| 110 |
+
dinov3_vith16plus,ISOMAP,HIERARCHICAL_K180,20,0.6528509404773255,0.664535701150474,0.6411661798041769,0.6528509404773255,0.0,0.2371229719680509,0.8047682693693153,0.5491828697414085
|
| 111 |
+
bioclip2_vitl14,UMAP,DBSCAN,200,0.6483992156658548,0.6722045562471417,0.6245938750845679,0.6483992156658548,0.0,0.17037993805837076,0.6861783386311037,0.6146393827455997
|
| 112 |
+
bioclip2_vitl14,TSNE,HIERARCHICAL_K15,200,0.646941978675228,0.6724334943111786,0.6214504630392773,0.646941978675228,0.0,0.3723197223221003,0.5740639126553604,0.7410339233591845
|
| 113 |
+
bioclip2_vitl14,UMAP,HIERARCHICAL_K15,200,0.6465410646251974,0.6690176361067213,0.6240644931436737,0.6465410646251974,0.0,0.3369554478346519,0.5669765079476651,0.7521729721990956
|
| 114 |
+
dinov2_vitg14,ISOMAP,GMM_K30,20,0.6449842311188073,0.6777878912751882,0.6121805709624264,0.6449842311188074,0.0,0.40999088926444827,0.6353132224109794,0.654988912258748
|
| 115 |
+
bioclip2_vitl14,TSNE,DBSCAN,200,0.6410151939971414,0.6519470675490364,0.6300833204452463,0.6410151939971414,0.0,0.15221610153308304,0.7216467582400301,0.5766470735926875
|
| 116 |
+
dinov2_vitg14,ISOMAP,HIERARCHICAL_K30,20,0.6404196529275396,0.6757497419522924,0.6050895639027867,0.6404196529275396,0.0,0.41425428641105566,0.63160786129621,0.6494958363526931
|
| 117 |
+
siglip_vitb16,UMAP,HIERARCHICAL_K180,200,0.6398716050526301,0.646747462165848,0.632995747939412,0.6398716050526301,0.0,0.25354169751326994,0.7955078680297311,0.5351703400034653
|
| 118 |
+
siglip_vitb16,UMAP,HDBSCAN,200,0.6396292556847751,0.6478342120664041,0.6314242993031461,0.6396292556847751,0.0,0.25684645746061463,0.6692006757351937,0.6129923879159133
|
| 119 |
+
dinov2_vitg14,ISOMAP,GMM_K45,20,0.6383249312484196,0.670997049002668,0.6056528134941713,0.6383249312484197,0.0,0.40452505118105586,0.6651867665931559,0.6135678192468106
|
| 120 |
+
siglip_vitb16,UMAP,GMM_K180,200,0.6379726099323988,0.6450741821256323,0.6308710377391652,0.6379726099323988,0.0,0.2467106326810362,0.793484960020999,0.5334297226395315
|
| 121 |
+
bioclip2_vitl14,UMAP,GMM_K15,200,0.6370146733103219,0.6606347893963944,0.6133945572242493,0.6370146733103219,0.0,0.31393132078677954,0.5560070624815563,0.7458158628247131
|
| 122 |
+
dinov2_vitg14,ISOMAP,HIERARCHICAL_K45,20,0.6346063916182724,0.6674277361473251,0.6017850470892196,0.6346063916182724,0.0,0.407113492138601,0.6601974558813545,0.6109334900783316
|
| 123 |
+
bioclip2_vitl14,TSNE,GMM_K15,200,0.633809660993732,0.6607054515745471,0.6069138704129171,0.6338096609937321,0.0,0.3365627759082556,0.5593271305466001,0.7312405292801667
|
| 124 |
+
clip_vitl14,TSNE,DBSCAN,200,0.6283339319780875,0.6301429685886084,0.6265248953675666,0.6283339319780875,0.0,0.13249928706629965,0.7206296635852031,0.5570261654934302
|
| 125 |
+
clip_vitl14,UMAP,DBSCAN,200,0.6234950176731908,0.6367858552291092,0.6102041801172725,0.6234950176731909,0.0,0.14456983851828073,0.6663401178081324,0.5859492865090767
|
| 126 |
+
dinov2_vitg14,ISOMAP,GMM_K15,20,0.6205959458387846,0.6522406452754532,0.5889512464021159,0.6205959458387846,0.0,0.33475746311307264,0.5474009021280734,0.7164395125458075
|
| 127 |
+
dinov2_vitg14,ISOMAP,HIERARCHICAL_K15,20,0.6193282189065112,0.6512612117592277,0.5873952260537948,0.6193282189065112,0.0,0.33283374192398457,0.546242165001123,0.7150630995299578
|
| 128 |
+
siglip_vitb16,TSNE,DBSCAN,200,0.6157455171169237,0.6193263373681004,0.6121646968657471,0.6157455171169237,0.0,0.12588860643059055,0.7020698348596544,0.5483714720225578
|
| 129 |
+
dinov2_vitg14,ISOMAP,GMM_K90,20,0.6142589580426178,0.6432215737758205,0.5852963423094151,0.6142589580426178,0.0,0.3196571216021199,0.6987114697558963,0.5480308750614906
|
| 130 |
+
dinov2_vitg14,ISOMAP,HIERARCHICAL_K90,20,0.6116445874695013,0.6418324231026832,0.5814567518363196,0.6116445874695015,0.0,0.3189233488169655,0.6950182690844354,0.5461415073574291
|
| 131 |
+
dinov3_vith16plus,ISOMAP,HDBSCAN,20,0.6096242409455549,0.6425849529933784,0.5766635288977314,0.6096242409455549,0.0,0.17466377010095532,0.5726382980874484,0.6563838802771788
|
| 132 |
+
clip_vitl14,TSNE,HIERARCHICAL_K15,200,0.6067376067298478,0.6224565372095207,0.5910186762501749,0.6067376067298478,0.0,0.3408905683627984,0.5386383841906266,0.6945639638965718
|
| 133 |
+
clip_vitl14,UMAP,HIERARCHICAL_K15,200,0.6048117901596566,0.6156666718912382,0.5939569084280749,0.6048117901596566,0.0,0.3081136332080572,0.530021296851122,0.7042783059393067
|
| 134 |
+
siglip_vitb16,UMAP,DBSCAN,200,0.6044873047330346,0.6109723238088571,0.5980022856572119,0.6044873047330345,0.0,0.1292223581359509,0.6438619969063688,0.5697031844540662
|
| 135 |
+
clip_vitl14,UMAP,GMM_K15,200,0.5974182718961802,0.6070579971907873,0.587778546601573,0.5974182718961802,0.0,0.28989268504065546,0.5212654342321393,0.6997688980671979
|
| 136 |
+
clip_vitl14,TSNE,GMM_K15,200,0.5950857099475186,0.6109987679870384,0.5791726519079987,0.5950857099475186,0.0,0.31963089370364983,0.5269810101948762,0.6834478767179331
|
| 137 |
+
dinov2_vitg14,ISOMAP,GMM_K180,20,0.5888015092952273,0.6145056793683329,0.5630973392221218,0.5888015092952273,0.0,0.21426740125563584,0.7267253364384831,0.4948831055943138
|
| 138 |
+
dinov2_vitg14,ISOMAP,HIERARCHICAL_K180,20,0.5884754121292797,0.6155221386949129,0.5614286855636463,0.5884754121292796,0.0,0.21436294424751917,0.7261437588983369,0.49469311370090274
|
| 139 |
+
dinov3_vith16plus,ISOMAP,DBSCAN,20,0.5860550875970088,0.6083573959042522,0.5637527792897653,0.5860550875970088,0.0,0.17336795287850326,0.5653034461389648,0.6088926644061943
|
| 140 |
+
siglip_vitb16,UMAP,HIERARCHICAL_K15,200,0.585094346452822,0.6022591541564485,0.5679295387491955,0.585094346452822,0.0,0.2905952929730138,0.5136558677982895,0.6796760337758613
|
| 141 |
+
dinov3_vith16plus,PCA,GMM_K30,20,0.5828726502282591,0.6301517735283584,0.5355935269281599,0.5828726502282592,0.0,0.3172027234639721,0.5747491802427724,0.5912620009005135
|
| 142 |
+
dinov2_vitg14,PCA,GMM_K30,20,0.5775510937346362,0.5897465321667715,0.565355655302501,0.5775510937346362,0.0,0.3289338924303359,0.563993865900627,0.5919365282396025
|
| 143 |
+
dinov2_vitg14,PCA,GMM_K45,20,0.5773688561209716,0.5884666927439558,0.5662710194979874,0.5773688561209717,0.0,0.3348529230875023,0.597105004594207,0.5590490691285176
|
| 144 |
+
dinov3_vith16plus,PCA,GMM_K45,20,0.5766185065322329,0.6192019998027487,0.5340350132617171,0.5766185065322329,0.0,0.3026868096929853,0.6011995260279727,0.5540087959587476
|
| 145 |
+
siglip_vitb16,UMAP,GMM_K15,200,0.5764805170285129,0.5916380615243408,0.5613229725326849,0.5764805170285129,0.0,0.27486054791923503,0.5045431522308471,0.6724400068749753
|
| 146 |
+
dinov3_vith16plus,PCA,HIERARCHICAL_K30,20,0.5746858664685657,0.617234651010906,0.5321370819262253,0.5746858664685657,0.0,0.3098574072950049,0.5652338285761769,0.5844852743784135
|
| 147 |
+
siglip_vitb16,TSNE,HIERARCHICAL_K15,200,0.573267705605683,0.5867035966212143,0.5598318145901517,0.5732677056056831,0.0,0.31029783177754006,0.5092472267745276,0.6557174623500768
|
| 148 |
+
dinov2_vitg14,PCA,HIERARCHICAL_K30,20,0.5696637321026847,0.5775282032399939,0.5617992609653757,0.5696637321026848,0.0,0.3223158193374995,0.5542103083120923,0.5862596377239239
|
| 149 |
+
dinov3_vith16plus,PCA,HIERARCHICAL_K45,20,0.5696238162638194,0.6085422677728055,0.5307053647548334,0.5696238162638194,0.0,0.2978962576523986,0.593085881566651,0.5479773418326278
|
| 150 |
+
dinov2_vitg14,PCA,HIERARCHICAL_K45,20,0.5695132879811607,0.5775877619170835,0.561438814045238,0.5695132879811607,0.0,0.3261786636250058,0.5871998100806287,0.5530312057189192
|
| 151 |
+
dinov3_vith16plus,PCA,GMM_K15,20,0.5691821282171029,0.6205226282747003,0.5178416281595055,0.5691821282171029,0.0,0.26916536374716876,0.5000699724912678,0.6605930569343158
|
| 152 |
+
siglip_vitb16,TSNE,GMM_K15,200,0.5627585058561204,0.574773816012406,0.550743195699835,0.5627585058561204,0.0,0.29369963870534116,0.4988464090389311,0.645501179283382
|
| 153 |
+
dinov3_vith16plus,PCA,HIERARCHICAL_K15,20,0.5606543857850461,0.6117557181575346,0.5095530534125577,0.5606543857850461,0.0,0.2711061770543567,0.49415225799817397,0.6479393678588795
|
| 154 |
+
dinov2_vitg14,PCA,GMM_K90,20,0.5587720029379544,0.5712796655467058,0.5462643403292029,0.5587720029379544,0.0,0.2781038462630981,0.6307890486485405,0.5015926767449206
|
| 155 |
+
dinov2_vitg14,PCA,HIERARCHICAL_K90,20,0.5559584707927946,0.5652627456514674,0.5466541959341218,0.5559584707927946,0.0,0.2777787432412316,0.6264611177228023,0.4997951299690828
|
| 156 |
+
dinov2_vitg14,PCA,HIERARCHICAL_K15,20,0.5548615710566427,0.5676196783563653,0.5421034637569201,0.5548615710566427,0.0,0.2680090509425255,0.48525283558515714,0.6480961608633177
|
| 157 |
+
dinov3_vith16plus,PCA,GMM_K90,20,0.5539311355140332,0.5914468342297798,0.5164154367982865,0.5539311355140332,0.0,0.2215961044171534,0.6330904409452031,0.49239294293727925
|
| 158 |
+
dinov2_vitg14,PCA,GMM_K15,20,0.553748645633182,0.5641681181253109,0.5433291731410532,0.553748645633182,0.0,0.2563514649674931,0.48292005751129935,0.6493668730276704
|
| 159 |
+
dinov3_vith16plus,PCA,HIERARCHICAL_K90,20,0.5511121068986591,0.58665675035941,0.5155674634379082,0.5511121068986591,0.0,0.22332128010034705,0.6283623808539499,0.4907999075712646
|
| 160 |
+
dinov2_vitg14,ISOMAP,HDBSCAN,20,0.5400259087179274,0.5817079313548338,0.4983438860810211,0.5400259087179274,0.0,0.1347764569204122,0.4933035073971955,0.5967738494415622
|
| 161 |
+
dinov2_vitg14,PCA,GMM_K180,20,0.5386102096982841,0.5496482466254188,0.5275721727711493,0.538610209698284,0.0,0.19046437594622068,0.6602023701300934,0.4548881609045721
|
| 162 |
+
dinov2_vitg14,KERNEL_PCA,GMM_K45,20,0.5380046323430807,0.5503569495573372,0.5256523151288243,0.5380046323430807,0.0,0.2617251425732889,0.5392969498199969,0.5370760313166182
|
| 163 |
+
dinov2_vitg14,PCA,HIERARCHICAL_K180,20,0.5372808642343845,0.5462309445880279,0.528330783880741,0.5372808642343844,0.0,0.1895152552062226,0.6590575244560917,0.4535179814073153
|
| 164 |
+
dinov2_vitg14,KERNEL_PCA,GMM_K30,20,0.5357596719293496,0.5391296481183988,0.5323896957403004,0.5357596719293496,0.0,0.24570315908266016,0.5066343240319795,0.5688056676406926
|
| 165 |
+
dinov3_vith16plus,PCA,GMM_K180,20,0.5325012927465749,0.5651646992157598,0.4998378862773898,0.5325012927465748,0.0,0.14257237009011461,0.6604443726959157,0.4461034289397991
|
| 166 |
+
dinov3_vith16plus,PCA,HIERARCHICAL_K180,20,0.5323701985372737,0.5642887432511634,0.5004516538233842,0.5323701985372737,0.0,0.1419845755416683,0.6605928729767566,0.44584764074450334
|
| 167 |
+
dinov2_vitg14,KERNEL_PCA,HIERARCHICAL_K45,20,0.5294554161298775,0.5403919847458254,0.5185188475139294,0.5294554161298775,0.0,0.25169773786130006,0.5303444369213557,0.52885587873506
|
| 168 |
+
dinov2_vitg14,KERNEL_PCA,GMM_K90,20,0.5291337734923893,0.5455453232238726,0.5127222237609059,0.5291337734923892,0.0,0.23842535504882167,0.5819978146090337,0.48528869501263955
|
| 169 |
+
dinov2_vitg14,KERNEL_PCA,HIERARCHICAL_K30,20,0.5261217209654679,0.5319887197413066,0.5202547221896293,0.5261217209654679,0.0,0.23530428770861775,0.4933271176277958,0.5640890406903584
|
| 170 |
+
dinov2_vitg14,KERNEL_PCA,HIERARCHICAL_K90,20,0.5221615815068801,0.5366234805571487,0.5076996824566113,0.5221615815068801,0.0,0.22837505953425205,0.575553583386945,0.47804318472975416
|
| 171 |
+
dinov2_vitg14,ISOMAP,DBSCAN,20,0.5197490531948953,0.5534489271929773,0.4860491791968133,0.5197490531948953,0.0,0.14404698639600713,0.4901034693566014,0.5545127288230084
|
| 172 |
+
dinov2_vitg14,KERNEL_PCA,GMM_K180,20,0.5129941948551942,0.5284569146270648,0.4975314750833234,0.512994194855194,0.0,0.17681984751863639,0.6144383237129574,0.4404817480408716
|
| 173 |
+
dinov2_vitg14,KERNEL_PCA,HIERARCHICAL_K180,20,0.5088940920635276,0.5222426349930984,0.4955455491339569,0.5088940920635276,0.0,0.16412988432414782,0.6133684400529583,0.4349488505035703
|
| 174 |
+
dinov2_vitg14,KERNEL_PCA,GMM_K15,20,0.5052323404407362,0.5047212679199441,0.5057434129615281,0.5052323404407362,0.0,0.17069916269600735,0.4219627114466784,0.6310661744677071
|
| 175 |
+
dinov3_vith16plus,KERNEL_PCA,GMM_K45,20,0.5039486927402158,0.6093700796906915,0.39852730578974016,0.5039486927402158,0.0,0.2328457301737583,0.5143425123201721,0.4940449878437692
|
| 176 |
+
dinov3_vith16plus,KERNEL_PCA,GMM_K90,20,0.5029654698956503,0.5883791560619658,0.41755178372933466,0.5029654698956503,0.0,0.1966009463226046,0.5638053077400585,0.4540307576134728
|
| 177 |
+
dinov2_vitg14,KERNEL_PCA,HIERARCHICAL_K15,20,0.49879170072725787,0.4954719872490109,0.5021114142055049,0.49879170072725787,0.0,0.16806332424319714,0.4144725181131022,0.6279204461276723
|
| 178 |
+
dinov3_vith16plus,KERNEL_PCA,HIERARCHICAL_K45,20,0.4987709286894154,0.6030178651691527,0.3945239922096782,0.49877092868941547,0.0,0.23180095389344735,0.5102191947595255,0.4878535904533381
|
| 179 |
+
dinov3_vith16plus,KERNEL_PCA,HIERARCHICAL_K90,20,0.4983819882088011,0.5828527356510271,0.413911240766575,0.4983819882088011,0.0,0.1957616929716315,0.5574207466299129,0.45071182337906956
|
| 180 |
+
dinov3_vith16plus,KERNEL_PCA,GMM_K30,20,0.4979347522333213,0.6157624488236334,0.3801070556430091,0.49793475223332123,0.0,0.23358087987667436,0.4815802942763159,0.5154865063233327
|
| 181 |
+
dinov3_vith16plus,KERNEL_PCA,GMM_K180,20,0.4960452288034317,0.5654942382324596,0.4265962193744039,0.4960452288034317,0.0,0.1404580648263304,0.6035618334816492,0.4210766348135274
|
| 182 |
+
dinov3_vith16plus,KERNEL_PCA,HIERARCHICAL_K180,20,0.4939071296058886,0.5626530893378757,0.4251611698739015,0.4939071296058886,0.0,0.13726114653975433,0.6032090873085013,0.4181665323261246
|
| 183 |
+
dinov3_vith16plus,KERNEL_PCA,HIERARCHICAL_K30,20,0.4901774956401648,0.6073463157641288,0.3730086755162007,0.4901774956401647,0.0,0.22889873447419204,0.4719281440600498,0.5099373860896508
|
| 184 |
+
bioclip2_vitl14,ISOMAP,GMM_K30,20,0.4797422080803301,0.4959942584266414,0.4634901577340188,0.4797422080803301,0.0,0.22816202554003778,0.47342172970695245,0.48624185470716824
|
| 185 |
+
bioclip2_vitl14,ISOMAP,GMM_K45,20,0.474615119759739,0.49203739783161043,0.4571928416878676,0.474615119759739,0.0,0.2093039051323938,0.495777315598856,0.4551918167901206
|
| 186 |
+
bioclip2_vitl14,ISOMAP,HIERARCHICAL_K30,20,0.471635307926053,0.4880039304457288,0.45526668540637727,0.47163530792605307,0.0,0.22032657559909066,0.4648356798937003,0.47864756232690453
|
| 187 |
+
bioclip2_vitl14,ISOMAP,HIERARCHICAL_K45,20,0.46926477234903863,0.48521145867303295,0.45331808602504436,0.46926477234903863,0.0,0.2033285823326952,0.48979959831535735,0.4503867546268641
|
| 188 |
+
bioclip2_vitl14,ISOMAP,GMM_K15,20,0.46643515308759614,0.4798152712384154,0.4530550349367769,0.46643515308759614,0.0,0.20510504025247195,0.411863395756333,0.5377305344529879
|
| 189 |
+
bioclip2_vitl14,ISOMAP,GMM_K90,20,0.4614298077133366,0.47781197964057415,0.445047635786099,0.4614298077133366,0.0,0.1518424617243978,0.5283954822898793,0.40953115904634724
|
| 190 |
+
bioclip2_vitl14,ISOMAP,HIERARCHICAL_K90,20,0.4588912055052785,0.4742309273494576,0.4435514836610994,0.4588912055052785,0.0,0.15163214051400478,0.5252765533504425,0.4074046115773105
|
| 191 |
+
bioclip2_vitl14,ISOMAP,HIERARCHICAL_K15,20,0.4579615146345509,0.47378651678871625,0.4421365124803856,0.4579615146345509,0.0,0.20090933362288696,0.4045942234679771,0.5276046499538015
|
| 192 |
+
dinov3_vith16plus,KERNEL_PCA,HIERARCHICAL_K15,20,0.45591508660509783,0.5742091250791157,0.33762104813107996,0.45591508660509783,0.0,0.1797942990897468,0.3917937364845663,0.5452427154139234
|
| 193 |
+
dinov3_vith16plus,KERNEL_PCA,GMM_K15,20,0.4547451927545332,0.5662732824310611,0.3432171030780052,0.4547451927545332,0.0,0.17311736376665657,0.3901835240449931,0.5452927981028316
|
| 194 |
+
bioclip2_vitl14,ISOMAP,GMM_K180,20,0.4510169313241915,0.46528637201955053,0.43674749062883245,0.4510169313241915,0.0,0.0961171232842477,0.5604899429437459,0.37732136560831325
|
| 195 |
+
bioclip2_vitl14,ISOMAP,HIERARCHICAL_K180,20,0.45074459497341546,0.46481382607235905,0.4366753638744719,0.45074459497341546,0.0,0.09517356303229542,0.561046982013121,0.3766880359920229
|
| 196 |
+
dinov3_vith16plus,PCA,DBSCAN,20,0.42395123086913367,0.41596041481068585,0.4319420469275815,0.42395123086913367,0.0,0.08420386070173379,0.36993389140269495,0.5060319186696565
|
| 197 |
+
dinov2_vitg14,PCA,DBSCAN,20,0.41253682612183973,0.3828212039107208,0.4422524483329587,0.41253682612183973,0.0,0.07915364381089068,0.3426981148166637,0.5382663880223371
|
| 198 |
+
dinov2_vitg14,PCA,HDBSCAN,20,0.39942520154987826,0.41647511120793235,0.38237529189182423,0.39942520154987826,0.0,0.07376814865521289,0.3212610770892888,0.623099527255691
|
| 199 |
+
dinov2_vitg14,KERNEL_PCA,DBSCAN,20,0.38179598527163217,0.34980355797886314,0.4137884125644012,0.38179598527163217,0.0,0.0516661157498913,0.29167857008237874,0.5632981302671547
|
| 200 |
+
siglip_vitb16,ISOMAP,GMM_K30,20,0.37710983436090195,0.36678564137488184,0.3874340273469221,0.377109834360902,0.0,0.14479894951582978,0.37308779972788864,0.38122649636121697
|
| 201 |
+
siglip_vitb16,ISOMAP,GMM_K45,20,0.37598478143587893,0.36623724923206386,0.385732313639694,0.37598478143587893,0.0,0.12955370494932716,0.39453399541411066,0.3591065976258636
|
| 202 |
+
siglip_vitb16,ISOMAP,HIERARCHICAL_K180,20,0.3748653240179177,0.36673007272993324,0.3830005753059022,0.3748653240179177,0.0,0.05671995984723958,0.46794083266079356,0.31267397549649617
|
| 203 |
+
siglip_vitb16,ISOMAP,GMM_K180,20,0.3746886857822249,0.36650317922966386,0.382874192334786,0.3746886857822249,0.0,0.05695183473563191,0.46729333981304927,0.3127179791669533
|
| 204 |
+
siglip_vitb16,ISOMAP,GMM_K90,20,0.37437989694391915,0.3656501706001221,0.3831096232877162,0.37437989694391915,0.0,0.09077791488054399,0.4303359021530037,0.33130307617905747
|
| 205 |
+
siglip_vitb16,ISOMAP,HIERARCHICAL_K45,20,0.37266978848310595,0.363137239725909,0.3822023372403029,0.37266978848310595,0.0,0.12753516883013372,0.39045806354620893,0.35643571619680353
|
| 206 |
+
siglip_vitb16,ISOMAP,HIERARCHICAL_K90,20,0.3725292899486304,0.3635019735829218,0.38155660631433896,0.3725292899486304,0.0,0.09109217217708858,0.4274558830055168,0.3301137108283512
|
| 207 |
+
siglip_vitb16,ISOMAP,HIERARCHICAL_K30,20,0.37056333038963674,0.3607916249505736,0.3803350358286998,0.3705633303896367,0.0,0.14182300552722216,0.3662113933734959,0.37502448232249364
|
| 208 |
+
clip_vitl14,ISOMAP,HIERARCHICAL_K180,20,0.3678092121147456,0.3789156065716361,0.3567028176578551,0.3678092121147456,0.0,0.05388210608769803,0.45819460873854817,0.307209348559923
|
| 209 |
+
clip_vitl14,ISOMAP,GMM_K45,20,0.3669743023307257,0.3825757258991336,0.35137287876231776,0.36697430233072564,0.0,0.12000897771376948,0.3839516229566799,0.3514400835748879
|
| 210 |
+
clip_vitl14,ISOMAP,GMM_K180,20,0.3668900734601337,0.3778910134178348,0.3558891335024326,0.3668900734601337,0.0,0.05395327288416625,0.4564593625828624,0.30670873223116163
|
| 211 |
+
siglip_vitb16,ISOMAP,GMM_K15,20,0.3659904704617774,0.3592061782149246,0.3727747627086302,0.3659904704617774,0.0,0.14548307885020464,0.32487520534852715,0.41903508953096946
|
| 212 |
+
clip_vitl14,ISOMAP,GMM_K30,20,0.3655402961892573,0.38270908989090024,0.34837150248761445,0.3655402961892574,0.0,0.1347396920029482,0.3604183796290947,0.37081939080620435
|
| 213 |
+
clip_vitl14,ISOMAP,GMM_K90,20,0.3652388418546889,0.3777260103144468,0.352751673394931,0.3652388418546889,0.0,0.08538866074776989,0.41855347421476885,0.3239739351086123
|
| 214 |
+
clip_vitl14,ISOMAP,HIERARCHICAL_K90,20,0.3632952284407486,0.37591861358766027,0.35067184329383694,0.3632952284407486,0.0,0.08493782178188086,0.41574595713150775,0.32260077214456095
|
| 215 |
+
dinov2_vitg14,KERNEL_PCA,HDBSCAN,20,0.36286737275952397,0.41870258292456813,0.3070321625944798,0.36286737275952397,0.0,0.048470748997268,0.2571857969592218,0.7065554313053541
|
| 216 |
+
clip_vitl14,ISOMAP,HIERARCHICAL_K45,20,0.3622604296887362,0.3777824417814949,0.34673841759597746,0.3622604296887362,0.0,0.11817384457954304,0.3780282335219041,0.3477612227273775
|
| 217 |
+
clip_vitl14,ISOMAP,HIERARCHICAL_K30,20,0.35925704408534354,0.3756038234680978,0.34291026470258934,0.3592570440853436,0.0,0.12735724099734205,0.35297814089780183,0.3657829103720711
|
| 218 |
+
siglip_vitb16,ISOMAP,HIERARCHICAL_K15,20,0.3567963406410667,0.34682533331701926,0.3667673479651142,0.3567963406410667,0.0,0.13808299279705885,0.31582969851527565,0.41000110923166727
|
| 219 |
+
clip_vitl14,ISOMAP,GMM_K15,20,0.35381831926999274,0.3732316874333284,0.334404951106657,0.35381831926999274,0.0,0.13348486753718658,0.3127296063761773,0.40737060540904546
|
| 220 |
+
clip_vitl14,ISOMAP,HIERARCHICAL_K15,20,0.3461486175927134,0.3675406411863248,0.324756593999102,0.3461486175927134,0.0,0.12728965605322762,0.3051459294928895,0.3999239105919447
|
| 221 |
+
bioclip2_vitl14,KERNEL_PCA,HIERARCHICAL_K180,20,0.34470427089704186,0.3583119286373418,0.33109661315674194,0.34470427089704186,0.0,0.060735891133712694,0.4299070918314235,0.2876883084894531
|
| 222 |
+
bioclip2_vitl14,KERNEL_PCA,GMM_K180,20,0.3445887193156315,0.3571028254560587,0.3320746131752043,0.3445887193156315,0.0,0.05958652107032002,0.4296395180445134,0.2876469165897323
|
| 223 |
+
bioclip2_vitl14,ISOMAP,DBSCAN,20,0.33872851065750575,0.3347577766008737,0.3426992447141378,0.33872851065750575,0.0,0.044560980898689116,0.28498843880134617,0.41978412306470675
|
| 224 |
+
bioclip2_vitl14,KERNEL_PCA,GMM_K90,20,0.33695892815956063,0.3519010955013466,0.32201676081777464,0.33695892815956063,0.0,0.09222175901037945,0.3869848651933224,0.29838731685558023
|
| 225 |
+
bioclip2_vitl14,KERNEL_PCA,HIERARCHICAL_K90,20,0.3349399783497743,0.3514926752344,0.31838728146514866,0.3349399783497743,0.0,0.0949303741422416,0.3844474478719651,0.2967292794522373
|
| 226 |
+
bioclip2_vitl14,KERNEL_PCA,GMM_K45,20,0.33297943650254874,0.3500195717482314,0.3159393012568661,0.33297943650254874,0.0,0.1211653198563852,0.34942673170701594,0.3180124305006855
|
| 227 |
+
bioclip2_vitl14,KERNEL_PCA,HIERARCHICAL_K45,20,0.3302170131561567,0.3480007909236604,0.3124332353886531,0.3302170131561567,0.0,0.12167387276747307,0.3456218696406269,0.31612926010852516
|
| 228 |
+
bioclip2_vitl14,KERNEL_PCA,GMM_K30,20,0.3294976750080363,0.34686794488438966,0.31212740513168297,0.3294976750080363,0.0,0.12955723094482866,0.3259894136350175,0.33308355788057065
|
| 229 |
+
dinov3_vith16plus,KERNEL_PCA,HDBSCAN,20,0.3286807959263486,0.5036456893696659,0.15371590248303127,0.32868079592634863,0.0,0.059960011905816145,0.25979400254793367,0.7775954029247603
|
| 230 |
+
dinov3_vith16plus,KERNEL_PCA,DBSCAN,20,0.32753157153915596,0.38073559479012514,0.2743275482881868,0.32753157153915596,0.0,0.04353978537071497,0.2427637860883356,0.505838433003264
|
| 231 |
+
bioclip2_vitl14,KERNEL_PCA,HIERARCHICAL_K30,20,0.32383751642862013,0.3409985791892817,0.3066764536679586,0.3238375164286202,0.0,0.12570733494533043,0.3197077395797329,0.3280802340564233
|
| 232 |
+
bioclip2_vitl14,PCA,HIERARCHICAL_K180,20,0.3228239066240671,0.33555788687173643,0.3100899263763978,0.3228239066240671,0.0,0.04468458190508002,0.4032014848065381,0.2691663958082781
|
| 233 |
+
bioclip2_vitl14,PCA,GMM_K180,20,0.3227521836098679,0.33569182682887727,0.30981254039085854,0.3227521836098679,0.0,0.04424478084600652,0.40275732187413704,0.26926466016998174
|
| 234 |
+
bioclip2_vitl14,PCA,GMM_K90,20,0.31572095878827666,0.32983189253413103,0.30161002504242224,0.3157209587882766,0.0,0.07261199775951761,0.3628314159530148,0.27943907982158017
|
| 235 |
+
bioclip2_vitl14,PCA,GMM_K45,20,0.31570874118050535,0.3307966133718767,0.300620868989134,0.31570874118050535,0.0,0.09937426227632941,0.33150453723284984,0.30135095419569385
|
| 236 |
+
bioclip2_vitl14,PCA,HIERARCHICAL_K90,20,0.3149004298951672,0.3294406207153036,0.30036023907503073,0.31490042989516714,0.0,0.07475791903571133,0.36161253572573343,0.2788766551396503
|
| 237 |
+
bioclip2_vitl14,PCA,GMM_K30,20,0.31426443075296684,0.32862224194221407,0.29990661956371956,0.31426443075296684,0.0,0.10908367645612801,0.3113053678142441,0.3172819040171075
|
| 238 |
+
bioclip2_vitl14,PCA,HIERARCHICAL_K45,20,0.3121499826478178,0.3266633110521034,0.29763665424353225,0.3121499826478178,0.0,0.09918266719145946,0.3269694008750427,0.2986174478392255
|
| 239 |
+
bioclip2_vitl14,KERNEL_PCA,GMM_K15,20,0.309843403253102,0.320345183220471,0.29934162328573305,0.309843403253102,0.0,0.11763146534656788,0.27477564934448556,0.35518211482819884
|
| 240 |
+
bioclip2_vitl14,PCA,HIERARCHICAL_K30,20,0.3088853963394997,0.3216556886317875,0.29611510404721186,0.3088853963394997,0.0,0.10648567324102844,0.3051471252754189,0.3127189911807928
|
| 241 |
+
bioclip2_vitl14,KERNEL_PCA,HIERARCHICAL_K15,20,0.30479303139365177,0.31735165348225686,0.2922344093050467,0.30479303139365177,0.0,0.11589200011875164,0.2697289236816154,0.35036141023430195
|
| 242 |
+
siglip_vitb16,PCA,HIERARCHICAL_K180,20,0.30389426339019576,0.3016368297975083,0.3061516969828832,0.3038942633901957,0.0,0.033449722154647483,0.37992168826619144,0.2532216441942245
|
| 243 |
+
bioclip2_vitl14,PCA,GMM_K15,20,0.30357542951348004,0.3114065713630393,0.2957442876639208,0.30357542951348004,0.0,0.11027765165073486,0.2702613142469276,0.34626519386916577
|
| 244 |
+
siglip_vitb16,PCA,GMM_K180,20,0.30356854976968295,0.30111137335401034,0.3060257261853556,0.303568549769683,0.0,0.03306248754131637,0.37929705064836994,0.2530470351350932
|
| 245 |
+
bioclip2_vitl14,PCA,HIERARCHICAL_K15,20,0.29499952370208893,0.30252692654598645,0.28747212085819146,0.29499952370208893,0.0,0.10436609000908567,0.2616166455510505,0.3381572023679559
|
| 246 |
+
siglip_vitb16,KERNEL_PCA,GMM_K180,20,0.29494559321413394,0.3012509291155247,0.28864025731274323,0.294945593214134,0.0,0.03543947101309062,0.36833389902240204,0.24594333257421377
|
| 247 |
+
siglip_vitb16,KERNEL_PCA,HIERARCHICAL_K180,20,0.29489538102944685,0.30171319283765397,0.2880775692212397,0.29489538102944685,0.0,0.036090122291006305,0.3685168235139368,0.24579193547061362
|
| 248 |
+
siglip_vitb16,PCA,GMM_K90,20,0.294809020465591,0.2927394805280005,0.29687856040318156,0.294809020465591,0.0,0.05461906784887168,0.33935870882017194,0.2605993527074974
|
| 249 |
+
siglip_vitb16,PCA,HIERARCHICAL_K90,20,0.2940957443997997,0.29166833695063665,0.29652315184896266,0.29409574439979963,0.0,0.05517162765545681,0.33813024348404136,0.2602096778912511
|
| 250 |
+
siglip_vitb16,PCA,GMM_K45,20,0.2922479493743706,0.2902604743891102,0.29423542435963096,0.2922479493743706,0.0,0.08154964739568522,0.3074493364178242,0.27848059715367923
|
| 251 |
+
siglip_vitb16,PCA,GMM_K30,20,0.2910619483776603,0.2884250937613581,0.29369880299396245,0.29106194837766025,0.0,0.09265893822217705,0.28882339986639677,0.29333757945869005
|
| 252 |
+
siglip_vitb16,PCA,HIERARCHICAL_K45,20,0.2899818399720234,0.28688841935598414,0.29307526058806266,0.2899818399720234,0.0,0.08033349066100401,0.3040775394666617,0.2771369208555422
|
| 253 |
+
clip_vitl14,KERNEL_PCA,HIERARCHICAL_K180,20,0.28858432793753586,0.29557375584335827,0.2815949000317135,0.2885843279375359,0.0,0.03051940632826875,0.360770049988558,0.2404699175010705
|
| 254 |
+
clip_vitl14,KERNEL_PCA,GMM_K180,20,0.2882834929664173,0.29601264841368635,0.2805543375191482,0.28828349296641725,0.0,0.03058336628004365,0.3603101750293628,0.24025640353175864
|
| 255 |
+
siglip_vitb16,PCA,HIERARCHICAL_K30,20,0.28757242856267873,0.28393341660739047,0.291211440517967,0.28757242856267873,0.0,0.08955837304417624,0.2846132060949483,0.2905987210871861
|
| 256 |
+
siglip_vitb16,PCA,GMM_K15,20,0.2839331615236059,0.27908810207782403,0.2887782209693878,0.2839331615236059,0.0,0.09826991424097364,0.2531354261924497,0.3232667821688818
|
| 257 |
+
clip_vitl14,PCA,GMM_K180,20,0.2823854594356267,0.2803418097286903,0.2844291091425631,0.2823854594356267,0.0,0.028523406260411246,0.3531520004539184,0.23524589126769394
|
| 258 |
+
clip_vitl14,PCA,HIERARCHICAL_K180,20,0.2823374963366784,0.28031519172023717,0.2843598009531195,0.2823374963366783,0.0,0.028527731443007735,0.3532756798885866,0.23512441851935406
|
| 259 |
+
siglip_vitb16,KERNEL_PCA,GMM_K90,20,0.28151128653088386,0.29018943080076515,0.2728331422610026,0.28151128653088386,0.0,0.05787416810365707,0.32388771700648483,0.24894196399899218
|
| 260 |
+
siglip_vitb16,KERNEL_PCA,HIERARCHICAL_K90,20,0.28042113876451713,0.2890558500603363,0.27178642746869797,0.28042113876451713,0.0,0.05847336430750513,0.3220468063003507,0.24832496155365005
|
| 261 |
+
siglip_vitb16,PCA,HIERARCHICAL_K15,20,0.27662544153966695,0.2695118163350681,0.28373906674426586,0.276625441539667,0.0,0.0941647381462263,0.24555011045999084,0.3167137617250372
|
| 262 |
+
siglip_vitb16,KERNEL_PCA,GMM_K45,20,0.27550657801277656,0.2857275100138491,0.26528564601170396,0.2755065780127765,0.0,0.08170790984471517,0.2896039360823131,0.26271905449574107
|
| 263 |
+
clip_vitl14,KERNEL_PCA,GMM_K90,20,0.274378408010996,0.2839742570808092,0.26478255894118274,0.274378408010996,0.0,0.0490955132429934,0.31601763955087975,0.2424356641363935
|
| 264 |
+
clip_vitl14,KERNEL_PCA,HIERARCHICAL_K90,20,0.2733506638303,0.28222137936737546,0.2644799482932245,0.2733506638303,0.0,0.05001350861107794,0.31434490095599127,0.24181620758531006
|
| 265 |
+
siglip_vitb16,KERNEL_PCA,GMM_K30,20,0.2730602569976084,0.2823342505825752,0.2637862634126415,0.27306025699760833,0.0,0.0914371939742809,0.2710531519137664,0.27509814860938875
|
| 266 |
+
siglip_vitb16,KERNEL_PCA,HIERARCHICAL_K45,20,0.27292614448594704,0.28343252637481053,0.26241976259708355,0.27292614448594704,0.0,0.08076241977857164,0.28627492399110804,0.2607694709661619
|
| 267 |
+
siglip_vitb16,KERNEL_PCA,HIERARCHICAL_K30,20,0.26941625374798,0.2791717473940959,0.2596607601018641,0.26941625374798,0.0,0.08898549048438657,0.26662178413406773,0.2722722531299353
|
| 268 |
+
clip_vitl14,KERNEL_PCA,GMM_K45,20,0.2676924236636975,0.27860170709117105,0.256783140236224,0.26769242366369755,0.0,0.07201346236773452,0.28134959626302775,0.2553010495577076
|
| 269 |
+
clip_vitl14,PCA,GMM_K90,20,0.26686146806199385,0.2642421724699535,0.2694807636540341,0.2668614680619938,0.0,0.04609066784652319,0.30757585128285087,0.23566627443136573
|
| 270 |
+
clip_vitl14,PCA,HIERARCHICAL_K90,20,0.2660142715459187,0.26404257813491105,0.26798596495692634,0.26601427154591867,0.0,0.04661082223561019,0.3059607264509748,0.23529462613062765
|
| 271 |
+
siglip_vitb16,ISOMAP,DBSCAN,20,0.26515836521947556,0.2689655885707958,0.2613511418681553,0.2651583652194755,0.0,0.02969528368069174,0.22256858539925342,0.3333802808434251
|
| 272 |
+
clip_vitl14,KERNEL_PCA,HIERARCHICAL_K45,20,0.26486902403764645,0.2749619854533098,0.2547760626219831,0.26486902403764645,0.0,0.07193263384809784,0.27759370816300316,0.2532616077918886
|
| 273 |
+
siglip_vitb16,KERNEL_PCA,GMM_K15,20,0.26371568066507844,0.27119034107196777,0.2562410202581892,0.26371568066507844,0.0,0.09372227775396304,0.23562562118300978,0.29941113906537004
|
| 274 |
+
clip_vitl14,KERNEL_PCA,GMM_K30,20,0.26370640568462617,0.274536888187495,0.25287592318175733,0.2637064056846261,0.0,0.082842859248417,0.2617477112522997,0.26569557386757114
|
| 275 |
+
clip_vitl14,KERNEL_PCA,HIERARCHICAL_K30,20,0.26072457326946785,0.2725018484926168,0.24894729804631888,0.26072457326946785,0.0,0.08223147072160239,0.2578697903530562,0.2636471300271289
|
| 276 |
+
clip_vitl14,PCA,GMM_K45,20,0.25893785037547445,0.25757457449073495,0.260301126260214,0.2589378503754745,0.0,0.06689518747652344,0.2724406413771243,0.24671093072056904
|
| 277 |
+
siglip_vitb16,KERNEL_PCA,HIERARCHICAL_K15,20,0.2573556664531209,0.2598950852207174,0.25481624768552447,0.2573556664531209,0.0,0.09124053825425432,0.22881270556748023,0.29403956715897767
|
| 278 |
+
clip_vitl14,PCA,HIERARCHICAL_K45,20,0.2557134175250425,0.2541792116607645,0.25724762338932045,0.2557134175250425,0.0,0.06579952826517918,0.26830931450832907,0.2442480620320623
|
| 279 |
+
clip_vitl14,PCA,GMM_K30,20,0.25470486534100734,0.2529504369189292,0.2564592937630855,0.25470486534100734,0.0,0.07610741694760956,0.2530459535186601,0.25638645312329317
|
| 280 |
+
clip_vitl14,KERNEL_PCA,GMM_K15,20,0.2543688746440067,0.26889688693453573,0.2398408623534777,0.2543688746440067,0.0,0.08785249894937637,0.22657140846880172,0.2899433866948399
|
| 281 |
+
clip_vitl14,ISOMAP,DBSCAN,20,0.2542054723269821,0.2614238192093881,0.2469871254445761,0.2542054723269821,0.0,0.03110374548885183,0.2017498140233434,0.3502618080989362
|
| 282 |
+
clip_vitl14,PCA,HIERARCHICAL_K30,20,0.2506106955038554,0.24982506553734002,0.2513963254703708,0.2506106955038554,0.0,0.07478037088660745,0.24794774237411,0.25333372474427174
|
| 283 |
+
clip_vitl14,KERNEL_PCA,HIERARCHICAL_K15,20,0.24689680417378124,0.2597013334649976,0.23409227488256487,0.2468968041737812,0.0,0.08341484505266207,0.21936855955185944,0.2823344089903297
|
| 284 |
+
dinov3_vith16plus,PCA,HDBSCAN,20,0.24663290941861693,0.16146663052658772,0.33179918831064614,0.24663290941861693,0.0,0.030679970059940685,0.1894379854732136,0.7267444001386177
|
| 285 |
+
bioclip2_vitl14,KERNEL_PCA,DBSCAN,20,0.24499502057352857,0.28066645391431505,0.2093235872327421,0.24499502057352857,0.0,0.025087488113711826,0.20245952999499908,0.311769023486818
|
| 286 |
+
clip_vitl14,PCA,GMM_K15,20,0.24433226330864444,0.24288679215341324,0.24577773446387563,0.24433226330864444,0.0,0.08285215341921943,0.21785449647121755,0.2781415728676612
|
| 287 |
+
clip_vitl14,PCA,HIERARCHICAL_K15,20,0.23722878380821308,0.23867263694263013,0.23578493067379602,0.23722878380821308,0.0,0.07851560727005448,0.2105207622771861,0.2717024179610051
|
| 288 |
+
bioclip2_vitl14,PCA,DBSCAN,20,0.23597302816609284,0.25525874525516334,0.21668731107702233,0.23597302816609284,0.0,0.022607646997328344,0.19803469800693205,0.292672827186875
|
| 289 |
+
siglip_vitb16,PCA,DBSCAN,20,0.23039485690021994,0.2343291736130098,0.22646054018743003,0.2303948569002199,0.0,0.03308970085723263,0.2097418603634216,0.25863881171834024
|
| 290 |
+
bioclip2_vitl14,ISOMAP,HDBSCAN,20,0.21501136445358954,0.26428468236462405,0.16573804654255506,0.21501136445358957,0.0,0.0191375847249246,0.1642319167566994,0.5511800328843931
|
| 291 |
+
siglip_vitb16,KERNEL_PCA,DBSCAN,20,0.21169742304762929,0.231016662750755,0.19237818334450354,0.21169742304762929,0.0,0.026558756418645666,0.19488965528301277,0.23270302038617813
|
| 292 |
+
clip_vitl14,KERNEL_PCA,DBSCAN,20,0.20932223093430177,0.1942380227890825,0.22440643907952104,0.20932223093430177,0.0,0.026738333924832422,0.1834210534016609,0.24574544733989928
|
| 293 |
+
clip_vitl14,PCA,DBSCAN,20,0.204005197822422,0.19607598119540462,0.21193441444943933,0.204005197822422,0.0,0.026785884626887933,0.18402972519537536,0.23002516625199806
|
| 294 |
+
clip_vitl14,ISOMAP,HDBSCAN,20,0.15987601261355516,0.1544813866681711,0.1652706385589392,0.15987601261355516,0.0,0.013026175939451887,0.11056629361765725,0.3990157879062839
|
| 295 |
+
bioclip2_vitl14,KERNEL_PCA,HDBSCAN,20,0.1516310177170916,0.14850943335601288,0.1547526020781703,0.1516310177170916,0.0,0.00815581000463306,0.11183483414440584,0.37212838081876604
|
| 296 |
+
siglip_vitb16,ISOMAP,HDBSCAN,20,0.12583379265248354,0.08961836179874322,0.16204922350622386,0.12583379265248354,0.0,0.00808529820902696,0.08934136200757424,0.3502002137934285
|
| 297 |
+
siglip_vitb16,PCA,HDBSCAN,20,0.10486249645726965,0.05434137683702973,0.15538361607750958,0.10486249645726965,0.0,0.007157120895255165,0.0746931406462478,0.2992397516926528
|
| 298 |
+
bioclip2_vitl14,PCA,HDBSCAN,20,0.10283383726138919,0.17082556157507858,0.03484211294769979,0.10283383726138919,0.0,0.00566915216692211,0.06359564947513927,0.3050767791087327
|
| 299 |
+
siglip_vitb16,KERNEL_PCA,HDBSCAN,20,0.09176001750953253,0.077583335693449,0.10593669932561607,0.09176001750953253,0.0,0.00468856697732202,0.07622136511472588,0.1632473396408214
|
| 300 |
+
clip_vitl14,PCA,HDBSCAN,20,0.09009689667727244,0.11000187990691115,0.07019191344763372,0.09009689667727243,0.0,0.00244459926319267,0.07666342695151387,0.1847603570367279
|
| 301 |
+
clip_vitl14,KERNEL_PCA,HDBSCAN,20,0.08467706722437655,0.10989824245464601,0.0594558919941071,0.08467706722437655,0.0,0.00278602343205375,0.06814984680854995,0.17089508094704647
|