General Continual Learning on CUB-200
68.13AAUCMISA w/ MePo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MISA w/ MePoPTM=Sup-21K2026.02 | 68.13 | 64.75 | |
| MISAPTM=Sup-21K2026.02 | 65.4 | 60.2 | |
| CODA-PPTM=Sup-21K2026.02 | 64.96 | 59.28 | |
| Deep L2P w/ MePoPTM=Sup-21K2026.02 | 64.92 | 63.3 | |
| Deep L2PPTM=Sup-21K2026.02 | 60.95 | 56.31 | |
| MVP w/ MePoPTM=Sup-21K2026.02 | 58.73 | 52.22 | |
| DualPrompt w/ MePoPTM=Sup-21K2026.02 | 58.36 | 52.16 | |
| MVPPTM=Sup-21K2026.02 | 56.78 | 50.25 | |
| Seq FT (SL)PTM=Sup-21K2026.02 | 56.16 | 56.5 | |
| DualPromptPTM=Sup-21K2026.02 | 55.73 | 47.08 | |
| MISA w/ MePoPTM=Sup-21/1K2026.02 | 55.31 | 56.58 | |
| MVP w/ MePoPTM=Sup-21/1K2026.02 | 49.72 | 42.81 | |
| MISA w/ MePoPTM=iBOT-21K2026.02 | 49.33 | 45.68 | |
| Deep L2P w/ MePoPTM=Sup-21/1K2026.02 | 48.36 | 50.88 | |
| DualPrompt w/ MePoPTM=Sup-21/1K2026.02 | 47.06 | 38.24 | |
| MVPPTM=Sup-21/1K2026.02 | 45.12 | 37.95 | |
| DualPromptPTM=Sup-21/1K2026.02 | 43.96 | 41.2 | |
| MISAPTM=Sup-21/1K2026.02 | 42.76 | 44.05 | |
| MVP w/ MePoPTM=iBOT-21K2026.02 | 40.99 | 34.66 | |
| Deep L2P w/ MePoPTM=iBOT-21K2026.02 | 40.9 | 46.5 | |
| Deep L2PPTM=Sup-21/1K2026.02 | 39.2 | 46.76 | |
| DualPrompt w/ MePoPTM=iBOT-21K2026.02 | 38.19 | 31.03 | |
| MVPPTM=iBOT-21K2026.02 | 29.59 | 27.85 | |
| Linear ProbePTM=Sup-21K2026.02 | 28.96 | 17.33 | |
| DualPromptPTM=iBOT-21K2026.02 | 24.56 | 21.32 | |
| MISAPTM=iBOT-21K2026.02 | 18.62 | 23.66 | |
| Deep L2PPTM=iBOT-21K2026.02 | 16.22 | 27.14 | |
| Seq FTPTM=Sup-21K2026.02 | 3.47 | 1.49 |