Whole-slide image visual-question answering on CPTAC
74.95AccuracyPathReasoner-R1-7B
Evaluation results
| Method | Links | |
|---|---|---|
| PathReasoner-R1-7BInput Type=Slide2026.01 | 74.95 | |
| WSI-LLaVA-7BInput Type=Slide2026.01 | 72.1 | |
| PathReasoner-SFT-7BInput Type=Slide2026.01 | 69.22 | |
| Quilt-LLaVA-7BInput Type=Thumbnail2026.01 | 53.33 | |
| SlideChat-7B (Baseline)Input Type=Slide2026.01 | 48.75 | |
| Qwen3-VL-8B-InstructInput Type=Thumbnail2026.01 | 42.5 | |
| MedGemma-4B-ITInput Type=Thumbnail2026.01 | 35 | |
| InternVL3.5-8BInput Type=Thumbnail2026.01 | 33.33 | |
| Qwen2.5-VL-8B-InstructInput Type=Thumbnail2026.01 | 32.92 | |
| Patho-R1-7BInput Type=Thumbnail2026.01 | 32.5 | |
| Qwen3-VL-8B-ThinkingInput Type=Thumbnail2026.01 | 27.5 | |
| MedVLThinker-7BInput Type=Thumbnail2026.01 | 27.08 | |
| HuatuoGPT-Vision-7BInput Type=Thumbnail2026.01 | 23.75 | |
| LLaVA-Med-7BInput Type=Thumbnail2026.01 | 18.75 |