Task-Incremental Learning on Seq-Tiny-ImageNet
57.13Average AccuracyTA-NCCL + SAMix
Evaluation results
| Method | Links | |
|---|---|---|
| TA-NCCL + SAMixBuffer size=5002025.10 | 57.13 | |
| CCLISBuffer size=5002025.10 | 57.04 | |
| FC-NCCL + SAMixBuffer size=5002025.10 | 54.25 | |
| CILABuffer size=5002025.10 | 54.13 | |
| FC-NCCLBuffer size=5002025.10 | 53.46 | |
| Co2LBuffer size=5002025.10 | 53.04 | |
| GCRBuffer size=5002025.10 | 52.99 | |
| DERBuffer size=5002025.10 | 51.78 | |
| TA-NCCL + SAMixBuffer size=2002025.10 | 49.51 | |
| ERBuffer size=5002025.10 | 48.64 | |
| CCLISBuffer size=2002025.10 | 48.29 | |
| FC-NCCL + SAMixBuffer size=2002025.10 | 46.83 | |
| TA-NCCL + SAMixBuffer size=02025.10 | 45.12 | |
| FC-NCCL + SAMixBuffer size=02025.10 | 44.65 | |
| FC-NCCLBuffer size=2002025.10 | 44.59 | |
| TA-NCCLBuffer size=5002025.10 | 44.22 | |
| CILABuffer size=2002025.10 | 44.15 | |
| FC-NCCLBuffer size=02025.10 | 43.81 | |
| Co2LBuffer size=2002025.10 | 42.37 | |
| GCRBuffer size=2002025.10 | 42.11 | |
| DERBuffer size=2002025.10 | 40.22 | |
| Co2LBuffer size=02025.10 | 40.21 | |
| ERBuffer size=2002025.10 | 38.17 | |
| TA-NCCLBuffer size=02025.10 | 35.61 | |
| TA-NCCLBuffer size=2002025.10 | 35.49 |