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ResearchFormerly WizWand

Class-Incremental Learning on Seq-Cifar-100

55.85Average AccuracyTA-NCCL + SAMix
20.417229.616138.81548.0139Oct 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
TA-NCCL + SAMixBuffer size=5002025.1055.85
FC-NCCL + SAMixBuffer size=5002025.1047.87
TA-NCCL + SAMixBuffer size=2002025.1046.95
CCLISBuffer size=5002025.1046.08
GCRBuffer size=5002025.1045.91
TA-NCCL + SAMixBuffer size=02025.1044.41
CCLISBuffer size=2002025.1042.39
FC-NCCL + SAMixBuffer size=2002025.1041.92
TA-NCCLBuffer size=5002025.1041.72
DERBuffer size=5002025.1041.36
FC-NCCLBuffer size=5002025.1040.25
FC-NCCL + SAMixBuffer size=02025.1040.15
Co2LBuffer size=5002025.1037.02
TA-NCCLBuffer size=2002025.1036.67
FC-NCCLBuffer size=2002025.1034.04
GCRBuffer size=2002025.1033.69
TA-NCCLBuffer size=02025.1033.48
FC-NCCLBuffer size=02025.1032.57
DERBuffer size=2002025.1031.23
ERBuffer size=5002025.1027.66
Co2LBuffer size=2002025.1027.38
Co2LBuffer size=02025.1026.89
ERBuffer size=2002025.1021.78