Attribute Classification on MNIST original (test)
100Background AccuracyBase
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| BaseSupervision=None2026.03 | 100 | 99.7 | 0.3 | |
| ContrastiveSupervision=Supervised, Reference=Akash 20212026.03 | 62.2 | 97.8 | 37.6 | |
| AdversarySupervision=Supervised, Reference=Roy 20192026.03 | 56.5 | 97 | 40.5 | |
| ContrastiveSupervision=Unsupervised, Reference=Akash 20212026.03 | 52.7 | 96.9 | 44.2 | |
| VAE-NN-debiasSupervision=Unsupervised2026.03 | 51.8 | 96.8 | 45 | |
| VAESupervision=Unsupervised, Reference=Liu 20222026.03 | 51.6 | 95.2 | 43.6 | |
| VAESupervision=Supervised, Reference=Lu 20232026.03 | 50.7 | 98.1 | 47.4 |