Classification on CheXpert (ACC, AUC, EOp, EOd, DP)
85.87AccuracyVanilla
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VanillaBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 85.87 | 65.93 | 5.05 | 11.18 | 8.86 | |
| SPARCBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 85.8 | 64.99 | 0.98 | 1.2 | 1.16 | |
| SUBGBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 84.95 | 64.26 | 3.69 | 8.35 | 7.73 | |
| ADBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 84.45 | 63.77 | 3.43 | 6.31 | 7.18 | |
| Group-DROBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 83.55 | 62.8 | 1.92 | 3.07 | 2.36 | |
| FAAPBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 83.5 | 62.55 | 2.86 | 4.84 | 5.4 |