Whole Slide Image Captioning on SlideBench Caption 1.0 (test)
0.37BLEU-1MI-Gen
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MI-GenInput=Slide2024.10 | 0.37 | 0.24 | 0.15 | 0.1 | 0.25 | 4.14 | |
| SlideChatInput=Slide, Patch-level encoder=CONCH, Slide-level encoder=LongNet, LLM=Qwen2.5-7B-Instruct2024.10 | 0.37 | 0.21 | 0.12 | 0.08 | 0.24 | 4.11 | |
| Quilt-LLaVAInput=Patch2024.10 | 0.3 | 0.19 | 0.12 | 0.05 | 0.18 | 3.87 | |
| Quilt-LLaVAInput=Slide (T)2024.10 | 0.23 | 0.09 | 0.04 | 0.01 | 0.16 | 1.89 | |
| GPT-4oInput=Patch2024.10 | 0.16 | 0.03 | 0.01 | 0.01 | 0.13 | 1.54 | |
| GPT-4oInput=Slide (T)2024.10 | 0.1 | 0.03 | 0.01 | 0.01 | 0.11 | 1.03 |