Task-Incremental Learning on CIFAR-100 Seq
86.38FAAProNC
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ProNCBuffer size=5002025.05 | 86.38 | 4.35 | — | |
| ProNCBuffer size=2002025.05 | 85.63 | 4.4 | — | |
| LODEBuffer size=5002025.05 | 80.06 | 8.96 | — | |
| STARBuffer size=2002025.05 | 79.53 | 17.32 | — | |
| STARBuffer size=5002025.05 | 78.28 | 15.43 | — | |
| NCTBuffer size=5002025.05 | 75.87 | 5.06 | — | |
| NCTBuffer size=2002025.05 | 75.75 | 4.79 | — | |
| CSReLBuffer size=5002025.05 | 75.09 | 15.55 | — | |
| DER++Buffer size=5002025.05 | 74.77 | 15.75 | — | |
| ERBuffer size=5002025.05 | 73.98 | 16.23 | — | |
| DERBuffer size=5002025.05 | 71.73 | 25.98 | — | |
| LODEBuffer size=2002025.05 | 71.23 | 18.75 | — | |
| CILABuffer size=5002025.05 | 68.29 | 16.98 | — | |
| CSReLBuffer size=2002025.05 | 66.99 | 23.2 | — | |
| DER++Buffer size=2002025.05 | 66.8 | 23.91 | — | |
| GEMBuffer size=5002025.05 | 66.31 | 20.44 | — | |
| DERBuffer size=2002025.05 | 63.09 | 25.98 | — | |
| Co2LBuffer size=5002025.05 | 62.32 | 23.47 | — | |
| GSSBuffer size=5002025.05 | 60.28 | 26.57 | — | |
| ERBuffer size=2002025.05 | 60.19 | 27.38 | — | |
| GEMBuffer size=2002025.05 | 58.84 | 29.59 | — | |
| iCaRLBuffer size=5002025.05 | 58.16 | 27.9 | — | |
| MNC3LBuffer size=5002025.05 | 56.43 | 24.29 | — | |
| GSSBuffer size=2002025.05 | 55.38 | 32.81 | — | |
| CILABuffer size=2002025.05 | 53.93 | 33.07 | — | |
| iCaRLBuffer size=2002025.05 | 51.43 | 36.2 | — | |
| Co2LBuffer size=2002025.05 | 49.19 | 27.83 | — | |
| MNC3LBuffer size=2002025.05 | 43.91 | 39.79 | — | |
| CCLISBuffer size=2002025.10 | — | — | 72.93 | |
| CCLISBuffer size=5002025.10 | — | — | 74.51 | |
| Co2LBuffer size=02025.10 | — | — | 51.91 | |
| Co2LBuffer size=2002025.10 | — | — | 53.94 | |
| Co2LBuffer size=5002025.10 | — | — | 62.44 | |
| DERBuffer size=2002025.10 | — | — | 63.09 | |
| DERBuffer size=5002025.10 | — | — | 71.73 | |
| ERBuffer size=2002025.10 | — | — | 60.19 | |
| ERBuffer size=5002025.10 | — | — | 66.23 | |
| FC-NCCLBuffer size=02025.10 | — | — | 57.87 | |
| FC-NCCLBuffer size=2002025.10 | — | — | 59.46 | |
| FC-NCCLBuffer size=5002025.10 | — | — | 65.85 | |
| FC-NCCL + SAMixBuffer size=02025.10 | — | — | 64.96 | |
| FC-NCCL + SAMixBuffer size=2002025.10 | — | — | 66.36 | |
| FC-NCCL + SAMixBuffer size=5002025.10 | — | — | 72.95 | |
| GCRBuffer size=2002025.10 | — | — | 64.24 | |
| GCRBuffer size=5002025.10 | — | — | 71.64 | |
| TA-NCCLBuffer size=02025.10 | — | — | 60.79 | |
| TA-NCCLBuffer size=2002025.10 | — | — | 64.64 | |
| TA-NCCLBuffer size=5002025.10 | — | — | 68.42 | |
| TA-NCCL + SAMixBuffer size=02025.10 | — | — | 70.33 | |
| TA-NCCL + SAMixBuffer size=2002025.10 | — | — | 73.48 | |
| TA-NCCL + SAMixBuffer size=5002025.10 | — | — | 79.02 |