Vector Institute
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Papers
When Does RL Help Medical VLMs? Disentangling Vision, SFT, and RL Gains
LoopFormer: Elastic-Depth Looped Transformers for Latent Reasoning via Shortcut Modulation
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Vector Institute
The Vector Institute is an independent, not-for-profit research institution dedicated to advancing the field of artificial intelligence (AI) in Canada and globally. Located in Toronto, Ontario, we bring together researchers, engineers, and industry leaders to drive excellence and leadership in deep learning research.
spaces 7
pinned
Running
Agents
UnBias-Plus Dataset Viewer
📰
Browse bias detection dataset with highlighted segments
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Sleeping
Agents
UnBias-Plus Leaderboard
📊
Bias detection benchmark for news articles
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Running
Agents
HumaniBench
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Human-Centric Benchmark for LMMs Evaluation
pinned
Build error
Agents
4
Eval Leaderboard
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Display benchmark results for models
Running
Agents
1
SONIC-O1 Leaderboard
🏆
Audio-Video Understanding Benchmark with Fairness Analysis
Sleeping
Aspis
🛡
Generate measurement instruments for AI risks.
models 14
vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct-Legacy
Text Generation • 8B • Updated • 800 •
vector-institute/Qwen3-8B-UnBias-Plus-SFT
Text Generation • 8B • Updated • 71 •
vector-institute/Qwen3.5-4B-UnBias-Plus-SFT-Instruct
Text Generation • 5B • Updated • 41
vector-institute/Qwen3-8B-UnBias-Plus-SFT-Instruct
Text Generation • 8B • Updated • 538
vector-institute/Factuality-Alignment-Qwen2.5-14B
Text Generation • Updated • 2
vector-institute/pmc-18m-dab-detr
Object Detection • 43.8M • Updated • 45
vector-institute/open-pmc-18m-clip
Updated
vector-institute/open-pmc-clip
Updated • 3
vector-institute/nmb-plus-bias-ner-bert
Token Classification • 66.4M • Updated
vector-institute/pmc-helper-models
Updated • 1
datasets 27
vector-institute/unbias-plus-dataset
Preview • Updated • 205
vector-institute/sonic-o1
Viewer • Updated • 2.91k • 526 • 1
vector-institute/open-pmc-18m
Viewer • Updated • 16.1M • 3.51k • 6
vector-institute/HumaniBench
Viewer • Updated • 32.6k • 237 • 3
vector-institute/Factuality_Alignment
Viewer • Updated • 49.4k • 25 • 1
vector-institute/nmr-bo
Updated • 7
vector-institute/aixpert
Viewer • Updated • 2.95k • 6 • 1
vector-institute/hotpotqa
Viewer • Updated • 105k • 70
vector-institute/VLDBench
Viewer • Updated • 31.3k • 27 • 5
vector-institute/open-pmc
Viewer • Updated • 1.98M • 959 • 9