Fill-in-the-blank Question Answering on PBSBench Slide-level 1.0 (test)
27Exact Match (EMatch)PBS-VL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PBS-VLFramework=Slide-level, Vision backbone=Dinobloom ViT-L/14, VLM backbone=Qwen 2.5 VL-7B2026.04 | 27 | 32 | |
| GPT-4oInput=30 random patches2026.04 | 5 | 5 | |
| Gemini-2.5-proInput=30 random patches2026.04 | 0 | 9 | |
| Claude-4.5Input=30 random patches2026.04 | 0 | 18 | |
| HistoGPTModel type=Pathology-specific for WSIs2026.04 | 0 | 0 | |
| SlideChatModel type=Pathology-specific for WSIs2026.04 | 0 | 0 |