General Continual Learning on CIFAR-100
83.63AAUCDeep L2P w/ MePo
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Deep L2P w/ MePoPTM=Sup-21K2026.02 | 83.63 | 83.98 | |
| MISA w/ MePoPTM=Sup-21K2026.02 | 82.3 | 83.99 | |
| MISAPTM=Sup-21K2026.02 | 80.35 | 80.75 | |
| CODA-PPTM=Sup-21K2026.02 | 78.81 | 80.3 | |
| Deep L2P w/ MePoPTM=Sup-21/1K2026.02 | 78.75 | 77.52 | |
| Deep L2PPTM=Sup-21K2026.02 | 78.12 | 77.73 | |
| MISA w/ MePoPTM=Sup-21/1K2026.02 | 78.01 | 76.73 | |
| Deep L2P w/ MePoPTM=iBOT-21K2026.02 | 75.83 | 76.4 | |
| MISA w/ MePoPTM=iBOT-21K2026.02 | 75.8 | 76.02 | |
| MVP w/ MePoPTM=Sup-21K2026.02 | 72.18 | 68.45 | |
| DualPrompt w/ MePoPTM=Sup-21K2026.02 | 71.37 | 66.48 | |
| MVP w/ MePoPTM=Sup-21/1K2026.02 | 70.25 | 62.05 | |
| Deep L2PPTM=Sup-21/1K2026.02 | 69.15 | 68.57 | |
| MVPPTM=Sup-21K2026.02 | 68.13 | 60.56 | |
| DualPrompt w/ MePoPTM=Sup-21/1K2026.02 | 67.18 | 57.95 | |
| MVP w/ MePoPTM=iBOT-21K2026.02 | 66.88 | 57.19 | |
| DualPromptPTM=Sup-21K2026.02 | 66.36 | 58.09 | |
| DualPrompt w/ MePoPTM=iBOT-21K2026.02 | 65.76 | 59.21 | |
| MISAPTM=iBOT-21K2026.02 | 65.3 | 67.43 | |
| MVPPTM=Sup-21/1K2026.02 | 65.26 | 53.66 | |
| Seq FT (SL)PTM=Sup-21K2026.02 | 64.9 | 62.06 | |
| DualPromptPTM=Sup-21/1K2026.02 | 64.84 | 67.22 | |
| Deep L2PPTM=iBOT-21K2026.02 | 64.48 | 66.71 | |
| MVPPTM=iBOT-21K2026.02 | 64.01 | 50 | |
| DualPromptPTM=iBOT-21K2026.02 | 63.09 | 61.2 | |
| MISAPTM=Sup-21/1K2026.02 | 62.91 | 67.99 | |
| Linear ProbePTM=Sup-21K2026.02 | 49.69 | 23.07 | |
| Seq FTPTM=Sup-21K2026.02 | 19.71 | 10.42 |