Pathology Classification on MIMIC CheXpert (test)
80.2AtelectasisAdaBN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| AdaBNSource Domain=NIH2026.07 | 80.2 | 79.9 | 78.5 | 81.9 | 56.7 | 79.9 | 76.2 | |
| CoWASource Domain=NIH2026.07 | 79.2 | 78.1 | 80.5 | 83.7 | 66.1 | 79.6 | 77.9 | |
| EATASource Domain=NIH2026.07 | 77.9 | 77.8 | 80.9 | 82.9 | 60.6 | 81.3 | 76.9 | |
| TENTSource Domain=NIH2026.07 | 77.7 | 76.5 | 80.6 | 83.2 | 65.5 | 81.1 | 77.4 | |
| No Adapt.Source Domain=NIH2026.07 | 74.3 | 71.7 | 79.4 | 80.8 | 71.2 | 78.3 | 76 | |
| CoTTASource Domain=NIH2026.07 | 74.3 | 71.7 | 79.4 | 80.8 | 71.1 | 78.3 | 75.9 | |
| RoTTASource Domain=NIH2026.07 | 74.3 | 71.7 | 79.4 | 80.8 | 71.2 | 78.3 | 75.9 | |
| TENTSource Domain=CheXpert2026.07 | 64.8 | 68 | 75.5 | 59.4 | 64.5 | 73.7 | 67.6 | |
| CoWASource Domain=CheXpert2026.07 | 64.2 | 68.6 | 76 | 61.3 | 66.3 | 73.8 | 68.4 | |
| AdaBNSource Domain=CheXpert2026.07 | 63.4 | 68.5 | 76 | 62.2 | 65.9 | 72.8 | 68.1 | |
| EATASource Domain=CheXpert2026.07 | 63.3 | 68.5 | 75.6 | 61.5 | 65.8 | 72.6 | 67.9 | |
| CoTTASource Domain=CheXpert2026.07 | 61.9 | 69.5 | 73.8 | 58.6 | 63 | 73.6 | 66.7 | |
| No Adapt.Source Domain=CheXpert2026.07 | 61.8 | 69.5 | 73.8 | 58.7 | 63 | 73.6 | 66.7 | |
| RoTTASource Domain=CheXpert2026.07 | 61.8 | 69.6 | 73.8 | 58.6 | 62.9 | 73.6 | 66.7 |