Continual Food Recognition on VFN186 Insulin
69.4Last Task Accuracy (AT)DIME
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DIMEStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 69.4 | 77 | 75.93 | |
| TUNAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 66.28 | 74.97 | 73.88 | |
| ACMapStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 66.22 | 74.52 | 74.58 | |
| MOSStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 65.64 | 73.46 | 72.64 | |
| EASEStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 65.11 | 74.08 | 72.92 | |
| SLCAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 63.1 | 73.11 | 71.59 | |
| CL-LoRAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 60.57 | 74.09 | 72.89 | |
| InfLoRAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 51.83 | 62.64 | 62.02 | |
| SEMAStep-imbalance ratio (rho)=0.01, Averaged over=5 runs2026.03 | 43.45 | 58.5 | 57.97 |