Class-Incremental Learning on OmniBenchmark CIL, T=10 (test)
79.9Avg AccRanPAC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RanPACAlgorithm=12023.07 | 79.9 | 22 | |
| Joint linear probeJoint training=true2023.07 | 78.5 | — | |
| RanPAC (No Phase 1)Phase 1=false2023.07 | 78.2 | — | |
| ADaM2023.07 | 74.3 | — | |
| RanPAC (No RPs)RP layer=false2023.07 | 74.3 | — | |
| RanPAC (NCM with Phase 1)Evaluation=NCM, Phase 1=true2023.07 | 73.4 | 22 | |
| RanPAC (No RPs or Phase 1)RP layer=false, Phase 1=false2023.07 | 73.1 | — | |
| RanPAC (NCM only)Evaluation=NCM, Phase 1=false2023.07 | 73.1 | 19 | |
| CODA-Prompt2023.07 | 68.7 | — | |
| DualPrompt2023.07 | 65.5 | — | |
| L2P2023.07 | 64.7 | — |