Pleural Effusion Classification on CheXpert
81.63Acc s+GroupDRO
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GroupDROTest Data=clean2025.03 | 81.63 | — | 79.64 | — | 81.19 | — | — | |
| FairSAMTest Data=clean2025.03 | 81.27 | — | 81.44 | — | 81.62 | — | — | |
| VanillaTest Data=clean2025.03 | 80.95 | — | 81.88 | — | 81.62 | — | — | |
| MSAMTest Data=clean2025.03 | 80.88 | — | 80.96 | — | 81.12 | — | — | |
| SAMTest Data=clean2025.03 | 80.67 | — | 85.47 | — | 83.33 | — | — | |
| FairSAMTest Data=corrupted2025.03 | 80.13 | 0.0114 | 79.84 | 0.016 | 80.34 | 0.0029 | 0.0046 | |
| VanillaTest Data=corrupted2025.03 | 78.3 | 0.0265 | 63.85 | 0.1803 | 71.79 | 0.1445 | 0.1538 | |
| GroupSAMTest Data=clean2025.03 | 77.22 | — | 82.58 | — | 80.34 | — | — | |
| SAMTest Data=corrupted2025.03 | 75.59 | 0.0508 | 80.99 | 0.0448 | 78.63 | 0.054 | 0.006 | |
| GroupDROTest Data=corrupted2025.03 | 71.43 | 0.102 | 79.84 | 0.002 | 76.06 | 0.0841 | 0.1 | |
| GroupSAMTest Data=corrupted2025.03 | 70.28 | 0.0694 | 77.65 | 0.0493 | 74.36 | 0.0737 | 0.0201 | |
| MSAMTest Data=corrupted2025.03 | 67.86 | 0.1302 | 78.65 | 0.0231 | 73.07 | 0.1079 | 0.1071 |