Multimodal multi-span medical question answering on M3QuestionIng
94.34AccuracyM3QAFrame
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| M3QAFrameUse of image=true2026.05 | 94.34 | 91.32 | 94.34 | |
| M3QAFrameUse of image=false2026.05 | 90.51 | 86.1 | 90.51 | |
| LongformerUse of image=true2026.05 | 65.23 | 69.17 | 65.23 | |
| LongformerUse of image=false2026.05 | 61.85 | 67.13 | 61.85 | |
| QueSemKnowUse of image=false2026.05 | 58.31 | 55.81 | 21.33 | |
| MultiCoUse of image=false2026.05 | 46.21 | 50.81 | 17.8 | |
| XLNetUse of image=true2026.05 | 39.28 | 30.67 | 10.11 | |
| XLNetUse of image=false2026.05 | 38.01 | 29.19 | 9.09 | |
| RoBERTAUse of image=false2026.05 | 26.89 | 28.65 | 9.4 | |
| BERTUse of image=false2026.05 | 24.82 | 25.21 | 8.89 | |
| TANDAUse of image=false2026.05 | 23.48 | 24.44 | 8.95 |