Medical Classification on MIMIC-III (external val)
0.5718AUROCMedMIX
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MedMIX2026.05 | 0.5718 | 0.1508 | 0.456 | 0.7371 | |
| Attention2026.05 | 0.5423 | 0.1306 | 0.3608 | 0.5212 | |
| MeanAvg2026.05 | 0.5387 | 0.1324 | 0.3517 | 0.5058 | |
| Max2026.05 | 0.5371 | 0.1319 | 0.38 | 0.5534 | |
| M3Care2026.05 | 0.5343 | 0.1282 | 0.4306 | 0.6093 | |
| OneLLM2026.05 | 0.5323 | 0.1291 | 0.3662 | 0.6073 | |
| Concat2026.05 | 0.528 | 0.1287 | 0.3997 | 0.5948 | |
| AdaCoMed2026.05 | 0.524 | 0.1359 | 0.3916 | 0.6114 |