Continual Food Recognition on VFN LT 186
69.88Last Task Accuracy (AT)DIME
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DIMEStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 69.88 | 77.48 | 76.47 | |
| DIMEStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 69.07 | 76.58 | 75.55 | |
| TUNAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 67.32 | 76.17 | 74.29 | |
| ACMapStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 67.07 | 75.18 | 74.23 | |
| MOSStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 66.63 | 74.11 | 73.3 | |
| TUNAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 66.19 | 74.42 | 73.43 | |
| ACMapStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 65.79 | 74.23 | 73.46 | |
| MOSStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 65.78 | 72.91 | 72.34 | |
| EASEStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 65.62 | 75.5 | 74.25 | |
| EASEStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 64.86 | 73.87 | 72.75 | |
| SLCAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 63.74 | 73.19 | 72.15 | |
| SLCAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 63.07 | 70.94 | 70.3 | |
| CL-LoRAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 60.4 | 72.53 | 71.68 | |
| CL-LoRAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 58.84 | 72.83 | 71.19 | |
| InfLoRAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 52.58 | 62.95 | 61.91 | |
| InfLoRAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 51.49 | 62.1 | 60.99 | |
| SEMAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 46.22 | 58.78 | 57.68 | |
| SEMAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 45.17 | 60.16 | 59.69 |