Attribute Classification on CheXpert original (test)
67.4Devices AccuracyBase
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaseSupervision=None2026.03 | 67.4 | 74.4 | 7 | |
| VAE-NN-debiasSupervision=Unsupervised2026.03 | 66.1 | 74 | 7.9 | |
| ContrastiveSupervision=Supervised, Reference=Akash 20212026.03 | 64.3 | 72.6 | 8.3 | |
| VAESupervision=Unsupervised, Reference=Liu 20222026.03 | 63.8 | 69.9 | 6.1 | |
| ContrastiveSupervision=Unsupervised, Reference=Akash 20212026.03 | 62.9 | 70 | 7.1 | |
| AdversarySupervision=Supervised, Reference=Roy 20192026.03 | 58.9 | 66.4 | 7.4 | |
| VAESupervision=Supervised, Reference=Lu 20232026.03 | 54 | 66.1 | 12.1 |