Domain Incremental Learning on CDDB-Hard 1-shot
87.32AA*CVLC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CVLCBackbone=CLIP2026.06 | 87.32 | 82.04 | |
| PGO-BEnBackbone=CLIP2026.06 | 74.68 | 66.34 | |
| DualPrompt*Backbone=CLIP2026.06 | 72.12 | 65.32 | |
| CODA-PromptBackbone=CLIP2026.06 | 71.24 | 60.8 | |
| CP-PromptBackbone=CLIP2026.06 | 66.87 | 61.93 | |
| L2P*Backbone=CLIP2026.06 | 64.54 | 58.6 | |
| EwC*Backbone=CLIP2026.06 | 63.69 | 53.13 | |
| S-PromptBackbone=CLIP2026.06 | 63.68 | 58.23 | |
| LwF*Backbone=CLIP2026.06 | 62.71 | 53.88 | |
| InfLORA*Backbone=CLIP2026.06 | 62.69 | 52.21 | |
| DyToxBackbone=ViT2026.06 | 58.79 | 55.19 |