Domain-Incremental Learning on DomainNet 365 classes (test)
67.8AccuracyS-liPrompts
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| S-liPromptsBackbone=CLIP2023.07 | 67.8 | — | — | |
| RanPAC (Ours (Algorithm 1))Backbone=ViT B/162023.07 | 66.6 | 25 | 23 | |
| RanPAC (No Phase 1)2023.07 | 64.7 | — | — | |
| RanPAC (No RPs)2023.07 | 55.2 | — | — | |
| RanPAC (No RPs or Phase 1)2023.07 | 54.1 | — | — | |
| RanPAC (NCM with Phase 1)2023.07 | 51.3 | — | — | |
| S-iPromptsBackbone=ViT B/162023.07 | 50.6 | — | — | |
| ADaMBackbone=ViT B/162023.07 | 50.3 | — | — | |
| RanPAC (NCM only)2023.07 | 46.4 | — | — | |
| L2PBackbone=ViT B/162023.07 | 40.2 | — | — |