Classification on MIMIC-CXR
85.46AccuracyVanilla
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VanillaBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 85.46 | 63.85 | 5.1 | 10.59 | 6.31 | |
| SPARCBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 84.26 | 62.1 | 2.02 | 2.25 | 3.53 | |
| SUBGBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 84.02 | 61.99 | 4.79 | 7.78 | 5.75 | |
| ADBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 83.9 | 62.01 | 4.58 | 7.38 | 5.56 | |
| Group-DROBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 83.2 | 61.45 | 2.9 | 4.4 | 3.62 | |
| FAAPBackbone=ResNet50, Pre-trained=true, Fine-tuned=true2024.12 | 83.07 | 61.05 | 4.04 | 6.07 | 5.2 |