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ResearchFormerly WizWand

Medical Visual Question Answering on SLAKE Closed (AUROC)

73.2AUROCHAC-Platt
49.07255.33661.667.864Apr 2, 2026
Updated 7mo ago

Evaluation results

MethodLinks
HAC-PlattModel=InternVL3-2B, Confidence=Samp.2026.0473.2
HAC-GateModel=InternVL3-38B, Confidence=Samp.2026.0470
HAC-PlattModel=Qwen3-VL-32B, Confidence=Verb.2026.0469
HAC-PlattModel=Qwen3-VL-8B, Confidence=Samp.2026.0468.6
HAC-GateModel=Qwen3-VL-8B, Confidence=Samp.2026.0468.6
HAC-PlattModel=Qwen3-VL-2B, Confidence=Verb.2026.0465.7
HAC-PlattModel=Qwen3-VL-2B, Confidence=Samp.2026.0465.6
HAC-GateModel=Qwen3-VL-2B, Confidence=Samp.2026.0465.6
HAC-GateModel=Qwen3-VL-2B, Confidence=Verb.2026.0465.4
UncalibratedModel=Qwen3-VL-2B, Confidence=Samp.2026.0460.7
Platt ScalingModel=Qwen3-VL-2B, Confidence=Samp.2026.0460.7
Isotonic Regr.Model=Qwen3-VL-2B, Confidence=Samp.2026.0460.7
UncalibratedModel=Qwen3-VL-2B, Confidence=Verb.2026.0458.6
Platt ScalingModel=Qwen3-VL-2B, Confidence=Verb.2026.0458.6
Isotonic Regr.Model=Qwen3-VL-2B, Confidence=Verb.2026.0458.6
Hist. BinningModel=Qwen3-VL-2B, Confidence=Samp.2026.0456.6
Hist. BinningModel=Qwen3-VL-2B, Confidence=Verb.2026.0450