Medical Image Classification on ChestXpert (test)
89.97AUCBase + PairAug
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Base + PairAugZero-shot=true, Ensemble=true2024.04 | 89.97 | 86.21 | 67.78 | |
| CheXzeroZero-shot=true, Ensemble=true2024.04 | 88.92 | 85.75 | 66.51 | |
| Base + PairAugZero-shot=true, Ensemble=false2024.04 | 88.34 | 84.97 | 65.73 | |
| Base + AugImgZero-shot=true2024.04 | 87.43 | 84.07 | 62.16 | |
| Base + AugText + AugImgZero-shot=true2024.04 | 87.12 | 83.69 | 62.46 | |
| Base + AugTextZero-shot=true2024.04 | 87.03 | 82.43 | 62.07 | |
| CheXzeroZero-shot=true, Ensemble=false2024.04 | 86.24 | 83.13 | 59.98 | |
| CXR-CLIPZero-shot=true2024.04 | 86.2 | 83.24 | 61.63 | |
| MGCAZero-shot=true2024.04 | 84.29 | 82.11 | 61.12 |