Continual Food Recognition on Food101-LT
77.01Last Task Accuracy (AT)DIME
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DIMEStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 77.01 | 84.1 | 83.77 | |
| TUNAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 75 | 82.6 | 81.98 | |
| MOSStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 74.31 | 81.74 | 80.78 | |
| ACMapStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 72.37 | 81.88 | 80.98 | |
| SLCAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 72.35 | 80.25 | 79.53 | |
| EASEStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 68 | 78.1 | 77.01 | |
| InfLoRAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 57.8 | 72.23 | 70.84 | |
| CL-LoRAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 55.82 | 72.48 | 71.47 | |
| SEMAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 43.88 | 60.88 | 60.11 |