Clinical Regression on Clinical Multimodal Dataset (test)
2.33MAEMedM2T
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MedM2TAblation Configuration=Full Model2025.10 | 2.33 | 22.21 | |
| MedM2TAblation Configuration=w/o Bi-Modal Attention2025.10 | 2.35 | 22.55 | |
| MedM2TAblation Configuration=w/o Shared Encoder2025.10 | 2.36 | 21.91 | |
| HAIM2025.10 | 2.43 | 21.89 | |
| MedM2TAblation Configuration=w/o Pre-trained Encoder2025.10 | 2.54 | 21.95 | |
| MultiBenchFusion Strategy=LF, Encoder Type=Original2025.10 | 2.93 | 26.82 | |
| MultiBenchFusion Strategy=LRTF, Encoder Type=Our Encoder2025.10 | 2.95 | 26.92 | |
| MultiModNEncoder Type=Original2025.10 | 2.95 | 26.92 | |
| MultiModNEncoder Type=Our Encoder2025.10 | 2.95 | 26.92 | |
| MultiBenchFusion Strategy=LRTF, Encoder Type=Original2025.10 | 2.96 | 26.86 | |
| MultiBenchFusion Strategy=LF, Encoder Type=Our Encoder2025.10 | 2.96 | 26.88 |