Report Generation on WSI
43.1BLEU-1HistoSelect
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HistoSelectInput=WSI2026.02 | 43.1 | 32.4 | 26.2 | 22.1 | 46.3 | |
| Quilt-LLaVAInput=Thumbnail2026.02 | 42.1 | 31.6 | 25.7 | 21.6 | 45.5 | |
| SlideChatInput=WSI2026.02 | 41.3 | 31.2 | 25.4 | 21.5 | 45 | |
| Histo-Gen2026.02 | 40.6 | 30.7 | 24.8 | 20.8 | 44.8 | |
| MI-Gen2026.02 | 40.3 | 30.6 | 24.8 | 20.9 | 44.6 | |
| CPath-Omnitype=foundational multimodal2024.12 | 33.7 | 20.1 | 12.9 | 8.7 | 25.6 | |
| HistGentype=task-specific2024.12 | 31.8 | 19.7 | 12.7 | 8.4 | 25.4 | |
| WSI-VQA2026.02 | 30.1 | 22.5 | 18.1 | 15.5 | 34.3 | |
| WSICaptiontype=task-specific2024.12 | 21.8 | 13.7 | 8.6 | 6.4 | 25.1 | |
| GPT-4oInput=Thumbnail2026.02 | 20.2 | 6.9 | 3 | 1.6 | 13.2 | |
| GPT-4otype=general-purpose, patch magnification=20X, patch resolution=4096x40962024.12 | 15.8 | 6.2 | 2.4 | 0.1 | 12.8 | |
| PRISMtype=foundation model2024.12 | 0 | 0 | 0 | 0 | 8 |