Class-Incremental Learning on CIFAR-100 Seq (Average Forgetting)
29.94Average ForgettingTA-NCCL + SAMix
Evaluation results
| Method | Links | |
|---|---|---|
| TA-NCCL + SAMixBuffer=5002025.10 | 29.94 | |
| TA-NCCLBuffer=5002025.10 | 31.38 | |
| FC-NCCL + SAMixBuffer=5002025.10 | 34.23 | |
| GCRBuffer=5002025.10 | 39.2 | |
| TA-NCCL + SAMixBuffer=2002025.10 | 39.24 | |
| FC-NCCLBuffer=5002025.10 | 41.66 | |
| TA-NCCLBuffer=2002025.10 | 42.4 | |
| TA-NCCL + SAMixBuffer=02025.10 | 42.53 | |
| CCLISBuffer=5002025.10 | 42.53 | |
| FC-NCCL + SAMixBuffer=2002025.10 | 42.83 | |
| FC-NCCL + SAMixBuffer=02025.10 | 44.3 | |
| TA-NCCLBuffer=02025.10 | 44.69 | |
| CCLISBuffer=2002025.10 | 46.89 | |
| DERBuffer=5002025.10 | 49.07 | |
| Co2LBuffer=5002025.10 | 51.23 | |
| FC-NCCLBuffer=02025.10 | 52.03 | |
| FC-NCCLBuffer=2002025.10 | 52.4 | |
| GCRBuffer=2002025.10 | 57.65 | |
| DERBuffer=2002025.10 | 62.72 | |
| Co2LBuffer=02025.10 | 66.51 | |
| Co2LBuffer=2002025.10 | 67.82 | |
| ERBuffer=5002025.10 | 67.96 | |
| ERBuffer=2002025.10 | 75.06 |