Pathology Multimodal Understanding on PathMMU
71.45AccuracyAloe-Vision-72B
Evaluation Results
| Method | Links | |
|---|---|---|
| Aloe-Vision-72BModel Size=>10B, Model Domain=Domain-specific2026.06 | 71.45 | |
| Aloe-Vision-72B-ARModel Size=>10B, Model Domain=Domain-specific2026.06 | 70.32 | |
| Hulu-Med-32BModel Size=>10B, Model Domain=Domain-specific2026.06 | 69.88 | |
| GPT-5.2Model Size=Large, Model Domain=General2026.06 | 68.56 | |
| Lingshu-32BModel Size=>10B, Model Domain=Domain-specific2026.06 | 67.6 | |
| Lingshu-7BModel Size=<10B, Model Domain=Domain-specific2026.06 | 66.55 | |
| GLM-4.5VModel Size=>10B, Model Domain=Domain-specific2026.06 | 65.67 | |
| Hulu-Med-7BModel Size=<10B, Model Domain=Domain-specific2026.06 | 65.41 | |
| Aloe-Vision-7B-ARModel Size=<10B, Model Domain=Domain-specific2026.06 | 65.32 | |
| Qwen2-VL-72B-InstructModel Size=>10B, Model Domain=General2026.06 | 64.71 | |
| Qwen3-VL-30B-A3B-InstructModel Size=>10B, Model Domain=General2026.06 | 62.26 | |
| Aloe-Vision-7BModel Size=<10B, Model Domain=Domain-specific2026.06 | 62.08 | |
| HuatuoGPT-Vision-7BModel Size=<10B, Model Domain=Domain-specific2026.06 | 57.36 | |
| Qwen3-VL-8B-InstructModel Size=<10B, Model Domain=General2026.06 | 56.92 | |
| Chiron-o1-8BModel Size=<10B, Model Domain=Domain-specific2026.06 | 55.87 | |
| Kimi-VL-A3B-InstructModel Size=>10B, Model Domain=General2026.06 | 55.34 | |
| Qwen2-VL-7B-InstructModel Size=<10B, Model Domain=General2026.06 | 55.08 | |
| HuatuoGPT-Vision-34BModel Size=>10B, Model Domain=Domain-specific2026.06 | 54.9 | |
| MiMo-VL-7B-RLModel Size=<10B, Model Domain=Domain-specific2026.06 | 53.77 |