Image Classification on CIFAR-10 (Spurious Correlation Analysis)
94Overall AccuracyBenign model
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Benign model2026.03 | 94 | 94.42 | 100 | |
| Dyn. rectifyingn=202026.03 | 93.99 | 94.3 | 94.42 | |
| FT modeln=202026.03 | 93.47 | 88.97 | 99.62 | |
| FT modeln=102026.03 | 93.32 | 88.22 | 99.66 | |
| Stat. rectifyingn=12026.03 | 93.19 | 96.65 | 98.88 | |
| Dyn. rectifyingn=12026.03 | 92.93 | 94.29 | 96.15 | |
| A-ClArCn=202026.03 | 92.41 | 76.77 | 79.34 | |
| P-ClArCn=202026.03 | 88.29 | 16.89 | 17.12 |