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ResearchFormerly WizWand

Exemplar-Free Class-Incremental Learning on CIFAR-100 (test)

60.2Accuracy Last (Alast)AdaGauss
25.245634.320343.39552.4697May 29, 2024Jun 18, 2024Jul 8, 2024Jul 28, 2024Aug 17, 2024Sep 6, 2024Sep 26, 2024
Updated 8mo ago

Evaluation results

MethodLinks
AdaGaussT=10, feature_extractor=trained from scratch2024.0960.246.1
EFCT=10, feature_extractor=trained from scratch2024.0958.643.6
ADCT=5, seeds=52024.0558.1269.29
LwFT=10, feature_extractor=trained from scratch2024.0953.932.8
NCMT=5, seeds=52024.0552.6865.91
AdaGaussT=20, feature_extractor=trained from scratch2024.0952.437.8
SDCT=5, seeds=52024.0552.2663.88
FeTrILT=10, feature_extractor=trained from scratch2024.0951.234.9
EWCT=10, feature_extractor=trained from scratch2024.0949.131.2
IL2AT=10, feature_extractor=trained from scratch2024.0948.431.7
FeCAMT=10, feature_extractor=trained from scratch2024.0948.332.4
PASST=10, feature_extractor=trained from scratch2024.0947.930.5
SSRET=10, feature_extractor=trained from scratch2024.0947.330.4
EFCT=20, feature_extractor=trained from scratch2024.0947.332.2
FeCAMT=5, seeds=52024.0546.9361.49
LwFT=5, seeds=52024.0545.6762.12
FeTrILT=5, seeds=52024.0545.5260.84
ADCT=10, seeds=52024.0545.4359.59
SDCT=10, seeds=52024.0540.6556.18
NCMT=10, seeds=52024.0540.5356.21
IL2AT=20, feature_extractor=trained from scratch2024.0940.223
FeTrILT=20, feature_extractor=trained from scratch2024.0938.523.3
LwFT=20, feature_extractor=trained from scratch2024.0938.417.4
FeTrILT=10, seeds=52024.053752.08
FeCAMT=20, feature_extractor=trained from scratch2024.0934.120.6
FeCAMT=10, seeds=52024.0533.1348.1
PASST=20, feature_extractor=trained from scratch2024.0932.917.4
SSRET=20, feature_extractor=trained from scratch2024.0932.517.5
EWCT=20, feature_extractor=trained from scratch2024.093117.4
LwFT=10, seeds=52024.0526.5945.6