Image Classification on CIFAR-100 (test) (Accuracy and Convergence Time)
72.1Test AccuracyGAPSL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GAPSLModel=ViT-Base, Setting=IID2026.03 | 72.1 | 220 | |
| SFLModel=ViT-Base, Setting=IID2026.03 | 71.5 | 254 | |
| EPSLModel=ViT-Base, Setting=IID2026.03 | 70.8 | 254 | |
| Vanilla SLModel=ViT-Base, Setting=IID2026.03 | 70.7 | 261 | |
| PSLModel=ViT-Base, Setting=IID2026.03 | 69.8 | 283 | |
| GAPSLModel=ViT-Base, Setting=Non-IID2026.03 | 57 | 290 | |
| SFLModel=ViT-Base, Setting=Non-IID2026.03 | 53.4 | 361 | |
| EPSLModel=ViT-Base, Setting=Non-IID2026.03 | 51.4 | 366 | |
| Vanilla SLModel=ViT-Base, Setting=Non-IID2026.03 | 50.3 | 369 | |
| PSLModel=ViT-Base, Setting=Non-IID2026.03 | 43.2 | 401 |