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ResearchFormerly WizWand

Incremental Learning on CIFAR100 10 steps

80.41Final Step PerformanceResNet18 Joint
39.475650.102860.7371.3572Nov 22, 2021Jun 10, 2022Dec 27, 2022Jul 15, 2023Jan 31, 2024Aug 18, 2024Mar 6, 2025
Updated 8mo ago

Evaluation results

MethodLinks
ResNet18 Joint#P=11.222021.1180.41—
ResNet18 Joint#P=11.222021.1180.41—
GIFT2025.0377.785.11
Transf. Joint#P=10.722021.1176.12—
Transf. Joint#P=10.722021.1176.12—
ZSCLBackbone=CLIP2025.0373.6582.15
iCaRLBackbone=CLIP2025.0370.9779.35
LwF-VRBackbone=CLIP2025.0370.7578.81
CLIP Zero-shotBackbone=CLIP2025.0365.9274.47
DER w/o P#P=112.272021.1165.2275.36
DER w/o P#P=112.272021.1165.2275.36
DER+status=with parameters2021.1164.3574.64
DER+2021.1164.3574.64
DER2025.0364.3574.64
DyTox+ distMem#P=10.73, Memory Type=Distributed2021.1162.3474.1
DyTox+2025.0362.3474.1
DyTox+#P=10.732021.1162.0675.54
DyTox+#P=10.732021.1162.0675.54
DyTox#P=10.732021.1160.6773.66
DyTox#P=10.732021.1160.6773.66
DyTox distMem#P=10.73, Memory Type=Distributed2021.1157.7671.5
RPSNet#P=56.52021.1157.0568.6
RPSNet#P=56.52021.1157.0568.6
RPSNet2025.0357.0568.6
WA#P=11.222021.1153.7869.46
WA#P=11.222021.1153.7869.46
BiC#P=11.222021.1153.5468.8
BiC#P=11.222021.1153.5468.8
BiC2025.0353.5468.8
CLIP Fine-tuneBackbone=CLIP2025.0353.2365.46
iCaRL#P=11.222021.1150.7465.27
iCaRL#P=11.222021.1150.7465.27
LwFBackbone=CLIP2025.0348.0465.86
UCIR#P=11.222021.1143.3958.66
UCIR#P=11.222021.1143.3958.66
UCIR2025.0343.3958.66
PODNet#P=11.222021.1141.0558.03
PODNet#P=11.222021.1141.0558.03
PODNet2025.0341.0558.03