Continual Learning on CW10 (sequence)
86PerformanceClonEx-SAC
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ClonEx-SAC2022.09 | 86 | 2 | 44 | — | |
| Behavioral cloning2022.09 | 84 | 2 | 41 | — | |
| PackNet2022.09 | 84 | -1 | 26 | — | |
| FAME-WD2026.03 | 76.7 | 2.3 | — | -0.003 | |
| FAME-KL2026.03 | 73.3 | 7.3 | — | 0.022 | |
| EWC2022.09 | 64 | 6 | 4 | — | |
| ProgressiveNet2026.03 | 61.9 | 0 | — | -0.111 | |
| CompoNet2026.03 | 61.2 | 0 | — | -0.089 | |
| VCL2022.09 | 55 | -3 | -37 | — | |
| L22022.09 | 53 | 2 | -34 | — | |
| MAS2022.09 | 53 | 11 | -6 | — | |
| PackNet2026.03 | 49.1 | 0 | — | -0.194 | |
| FAME-KLrandom seeds=102026.03 | 37 | 6 | — | 0.015 | |
| FAME-WDrandom seeds=102026.03 | 34 | 3 | — | -0.003 | |
| ProgressiveNetrandom seeds=32026.03 | 32.5 | 0 | — | -0.034 | |
| PackNetrandom seeds=32026.03 | 29.2 | 0 | — | -0.086 | |
| Perfect memory2022.09 | 27 | 3 | -113 | — | |
| CompoNetrandom seeds=32026.03 | 20.8 | 0 | — | -0.129 | |
| A-GEM2022.09 | 13 | 68 | 26 | — | |
| Fine-tuning2022.09 | 10 | 75 | 31 | — | |
| Fine-tuningexploration=best-return2022.09 | 10 | 73 | 30 | — | |
| Reset2026.03 | 9.3 | 71 | — | 0 | |
| Finetune2026.03 | 3.7 | 42.7 | — | -0.265 | |
| Resetrandom seeds=102026.03 | 2 | 37 | — | 0 | |
| Finetunerandom seeds=102026.03 | 2 | 24 | — | -0.123 | |
| Average2026.03 | 1.3 | 7 | — | -0.53 | |
| Averagerandom seeds=102026.03 | 1 | 1 | — | -0.288 |