Visual Question Answering on Histopathology Visual Chat (Evaluation Set)
78.4Conv ScoreQUILT-LLAVA
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| QUILT-LLAVAInstruct data size=107K2023.12 | 78.4 | 66 | 82.5 | 84.4 | 75 | 79 | 76.2 | 72.8 | 75.3 | 82.1 | 79.1 | 69.1 | 68.7 | 58.1 | 67.8 | 89 | 75.6 | |
| QUILT-LLAVAInstruct data size=40K2023.12 | 76.3 | 58.7 | 83.4 | 73.3 | 69.2 | 66.7 | 71.7 | 67.2 | 84.5 | 81.1 | 78.4 | 63.2 | 68.9 | 55.2 | 63.5 | 87.7 | 72.3 | |
| LLaVA-MED2023.12 | 70.1 | 46.9 | 62.1 | 69.3 | 54.1 | 64 | 61 | 60.7 | 71.2 | 68.1 | 70.3 | 66.9 | 66 | 58.9 | 62.7 | 73.4 | 64.8 | |
| LLAVA2023.12 | 61.4 | 36.5 | 54.5 | 62 | 49.2 | 48 | 60.1 | 49.5 | 62.5 | 62.2 | 61.9 | 49.7 | 59.7 | 44.8 | 53.9 | 62.7 | 55.7 |