Medical Visual Question Answering on SLAKE Open (AUROC)
76.6AUROCHAC-Gate
Evaluation Results
| Method | Links | |
|---|---|---|
| HAC-GateModel=InternVL3-8B, Confidence=Samp.2026.04 | 76.6 | |
| HAC-PlattModel=InternVL3-8B, Confidence=Samp.2026.04 | 76.3 | |
| HAC-GateModel=InternVL3-2B, Confidence=Samp.2026.04 | 74.5 | |
| HAC-PlattModel=Qwen3-VL-8B, Confidence=Verb.2026.04 | 74.2 | |
| HAC-PlattModel=LLaVA-NeXT-7B, Confidence=Samp.2026.04 | 73.3 | |
| HAC-PlattModel=Qwen3-VL-2B, Confidence=Samp.2026.04 | 72.1 | |
| UncalibratedModel=Qwen3-VL-2B, Confidence=Samp.2026.04 | 69 | |
| HAC-GateModel=LLaVA-NeXT-34B, Confidence=Verb.2026.04 | 68.8 | |
| HAC-GateModel=Qwen3-VL-2B, Confidence=Verb.2026.04 | 67.3 |