Domain Incremental Learning on CDDB-Hard 8-shot
89.29AA*CVLC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CVLCBackbone=CLIP2026.06 | 89.29 | 84.55 | |
| PGO-BEnBackbone=CLIP2026.06 | 84.22 | 77.71 | |
| EwC*Backbone=CLIP2026.06 | 78.09 | 69.09 | |
| DualPrompt*Backbone=CLIP2026.06 | 75.15 | 67.33 | |
| InfLORA*Backbone=CLIP2026.06 | 73.7 | 61.34 | |
| L2P*Backbone=CLIP2026.06 | 73.27 | 65.43 | |
| LwF*Backbone=CLIP2026.06 | 71.16 | 61.58 | |
| CODA-PromptBackbone=CLIP2026.06 | 69.34 | 59.35 | |
| S-PromptBackbone=CLIP2026.06 | 67.74 | 61.59 | |
| CP-PromptBackbone=CLIP2026.06 | 67.26 | 62.04 | |
| DyToxBackbone=ViT2026.06 | 56.18 | 52.56 |