Visual Question Answering on TCGA
88.8Balanced AccuracyTITAN
Evaluation results
| Method | Links | |
|---|---|---|
| TITANMode=WSI2025.11 | 88.8 | |
| GIANT GPT-5Mode=WSI2025.11 | 32.3 | |
| GIANT GPT-5 x5Mode=WSI2025.11 | 29.3 | |
| GPT-5Mode=Patch2025.11 | 15.5 | |
| GIANT Qwen3Mode=WSI2025.11 | 10.5 | |
| PathAgentMode=WSI2025.11 | 9.3 | |
| GPT-5Mode=Thumb2025.11 | 9.2 | |
| GIANT GPT-4oMode=WSI2025.11 | 8.5 | |
| Pathgen-LLaVAMode=Patch2025.11 | 8.4 | |
| MedGemma 1.5Mode=WSI2025.11 | 6.2 | |
| Qwen3-VL-235BMode=Patch2025.11 | 6.2 | |
| Qwen3-VL-235BMode=Thumb2025.11 | 5.6 | |
| Patho-R1-7BMode=Patch2025.11 | 5.4 | |
| Patho-R1-7BMode=Thumb2025.11 | 5 | |
| Quilt-LLaVAMode=Patch2025.11 | 4.6 | |
| Pathgen-LLaVAMode=Thumb2025.11 | 4.1 | |
| Quilt-LLaVAMode=Thumb2025.11 | 3.6 | |
| SlideChatMode=WSI2025.11 | 3.3 | |
| GPT-4oMode=Patch2025.11 | 0 | |
| GPT-4oMode=Thumb2025.11 | 0 |