Class-Incremental Learning on VTAB T=5 (test)
94.29Final AccuracyCL-LoRA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CL-LoRAParams (%)=0.32025.05 | 94.29 | 94.57 | |
| EASEParams (%)=1.42025.05 | 92.85 | 93.01 | |
| CODA-PromptParams (%)=4.62025.05 | 89.49 | 92.27 | |
| RanPACParams (%)=3.12025.05 | 88.85 | 89.61 | |
| InfLoRAParams (%)=0.32025.05 | 87.16 | 88.83 | |
| O-LoRAParams (%)=0.42025.05 | 86.98 | 87.22 | |
| APERParams (%)=1.42025.05 | 84.99 | 88.27 | |
| DualPromptParams (%)=0.52025.05 | 80.94 | 82.51 | |
| L2PParams (%)=0.22025.05 | 76.41 | 78.96 | |
| LAE w/ LoRAParams (%)=0.82025.05 | 76 | 82.24 |