Task-Incremental Learning on CIFAR-10 Seq (Average Accuracy)
96.98Average AccuracyTA-NCCL + SAMix
Evaluation Results
| Method | Links | |
|---|---|---|
| TA-NCCL + SAMixBuffer size=5002025.10 | 96.98 | |
| TA-NCCL + SAMixBuffer size=2002025.10 | 96.68 | |
| CILABuffer size=5002025.10 | 96.4 | |
| CCLISBuffer size=2002025.10 | 96.2 | |
| CCLISBuffer size=5002025.10 | 96.18 | |
| FC-NCCLBuffer size=5002025.10 | 96.14 | |
| Co2LBuffer size=5002025.10 | 95.9 | |
| TA-NCCL + SAMixBuffer size=02025.10 | 95.89 | |
| FC-NCCL + SAMixBuffer size=5002025.10 | 95.35 | |
| FC-NCCLBuffer size=2002025.10 | 95.31 | |
| FC-NCCL + SAMixBuffer size=2002025.10 | 94.93 | |
| TA-NCCLBuffer size=5002025.10 | 94.68 | |
| TA-NCCLBuffer size=02025.10 | 94.54 | |
| GCRBuffer size=5002025.10 | 94.44 | |
| FC-NCCLBuffer size=02025.10 | 94.41 | |
| CILABuffer size=2002025.10 | 94.29 | |
| TA-NCCLBuffer size=2002025.10 | 93.98 | |
| ERBuffer size=5002025.10 | 93.61 | |
| Co2LBuffer size=2002025.10 | 93.43 | |
| DERBuffer size=5002025.10 | 93.4 | |
| FC-NCCL + SAMixBuffer size=02025.10 | 93.09 | |
| DERBuffer size=2002025.10 | 91.4 | |
| ERBuffer size=2002025.10 | 91.19 | |
| GCRBuffer size=2002025.10 | 90.8 | |
| Co2LBuffer size=02025.10 | 86.65 |