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ResearchFormerly WizWand

Task-Incremental Learning on CIFAR-10 Seq (Average Accuracy)

96.98Average AccuracyTA-NCCL + SAMix
86.236889.025991.81594.6041Oct 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
TA-NCCL + SAMixBuffer size=5002025.1096.98
TA-NCCL + SAMixBuffer size=2002025.1096.68
CILABuffer size=5002025.1096.4
CCLISBuffer size=2002025.1096.2
CCLISBuffer size=5002025.1096.18
FC-NCCLBuffer size=5002025.1096.14
Co2LBuffer size=5002025.1095.9
TA-NCCL + SAMixBuffer size=02025.1095.89
FC-NCCL + SAMixBuffer size=5002025.1095.35
FC-NCCLBuffer size=2002025.1095.31
FC-NCCL + SAMixBuffer size=2002025.1094.93
TA-NCCLBuffer size=5002025.1094.68
TA-NCCLBuffer size=02025.1094.54
GCRBuffer size=5002025.1094.44
FC-NCCLBuffer size=02025.1094.41
CILABuffer size=2002025.1094.29
TA-NCCLBuffer size=2002025.1093.98
ERBuffer size=5002025.1093.61
Co2LBuffer size=2002025.1093.43
DERBuffer size=5002025.1093.4
FC-NCCL + SAMixBuffer size=02025.1093.09
DERBuffer size=2002025.1091.4
ERBuffer size=2002025.1091.19
GCRBuffer size=2002025.1090.8
Co2LBuffer size=02025.1086.65