Continual Learning on CUB-200 (10-task split)
88.41Forward Transfer Accuracy (FAA)Joint-Training
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Joint-Training2026.07 | 88.41 | — | |
| Joint-Train2025.09 | 88 | — | |
| ProbPrompt2026.07 | 87.52 | 90.93 | |
| SMoPE2025.09 | 87.43 | 91.11 | |
| VQ-Prompt2025.09 | 86.72 | 90.33 | |
| VQ-Prompt2026.07 | 86.72 | 90.33 | |
| NoRGa2025.09 | 85.78 | 90.63 | |
| HiDe-Prompt2025.09 | 85.6 | 90.16 | |
| ConvPrompt2025.09 | 82.56 | 86.68 | |
| CPrompt2025.09 | 80.35 | 85.66 | |
| Deep L2P++depth=deep2025.09 | 78.64 | 86.14 | |
| APT2026.07 | 78.5 | — | |
| OVOR2025.09 | 77.45 | 85.81 | |
| DualPrompt2025.09 | 77.27 | 84.82 | |
| L2P++2025.09 | 77.18 | 84.31 | |
| CODA-Prompt2025.09 | 76.65 | 84.16 | |
| CODA-P2026.07 | 73.44 | 81.55 | |
| DualPrompt2026.07 | 65.01 | 77.56 | |
| FT++2026.07 | 37.81 | 63.55 | |
| FT2026.07 | 11.04 | 31.96 |