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ResearchFormerly WizWand

Dataset Distillation on ImageNet 1K (val)

70.4AccuracyPRISM
7.16823.5844056.416Oct 21, 2024Dec 24, 2024Feb 27, 2025May 3, 2025Jul 6, 2025Sep 9, 2025Nov 13, 2025
Updated 8mo ago

Evaluation results

MethodLinks
PRISMBackbone=ResNet-101, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.1170.4
PRISMBackbone=ResNet-50, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.1169.4
PRISMBackbone=ResNet-101, IPC=100, Evaluation Protocol=Standard2025.1168.6
DELTBackbone=ResNet-101, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.1167.6
PRISMBackbone=ResNet-50, IPC=100, Evaluation Protocol=Standard2025.1167.5
PRISMBackbone=ResNet-101, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.1166.7
PRISMBackbone=ResNet-50, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.1166.5
DELTBackbone=ResNet-101, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.1166.1
PRISMBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.1165.9
PRISMBackbone=ResNet-50, IPC=50, Evaluation Protocol=Standard2025.1165.1
EDCBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.1164.9
EDCBackbone=ResNet-50, IPC=50, Evaluation Protocol=Standard2025.1164.3
G-VBSMBackbone=ResNet-101, IPC=100, Evaluation Protocol=Standard2025.1163.7
SRe2LBackbone=ResNet-101, IPC=100, Evaluation Protocol=Standard2025.1162.8
RDEDBackbone=ResNet-101, IPC=100, Evaluation Protocol=Standard2025.1162.8
PRISMBackbone=ResNet-18, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.1162.7
DELTBackbone=ResNet-18, IPC=100, Evaluation Protocol=DELT's evaluation procedure2025.1162.4
G-VBSMBackbone=ResNet-50, IPC=100, Evaluation Protocol=Standard2025.1162.2
SRe2LBackbone=ResNet-50, IPC=100, Evaluation Protocol=Standard2025.1161
G-VBSMBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.1161
PRISMBackbone=ResNet-18, IPC=100, Evaluation Protocol=Standard2025.1160.9
SRe2LBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.1160.8
RDEDBackbone=ResNet-101, IPC=50, Evaluation Protocol=Standard2025.1160.8
RDEDBackbone=ResNet-18, IPC=100, Evaluation Protocol=Standard2025.1159.8
PRISMBackbone=ResNet-18, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.1159.6
DELTBackbone=ResNet-18, IPC=50, Evaluation Protocol=DELT's evaluation procedure2025.1159.2
PRISMBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.1159
G-VBSMBackbone=ResNet-50, IPC=50, Evaluation Protocol=Standard2025.1158.7
EDCBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.1158
LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=2002024.1057.7
RDEDBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.1156.5
G-VBSMBackbone=ResNet-18, IPC=100, Evaluation Protocol=Standard2025.1155.7
SRe2LBackbone=ResNet-50, IPC=50, Evaluation Protocol=Standard2025.1155.6
EDCBackbone=ResNet-50, IPC=10, Evaluation Protocol=Standard2025.1154.1
SRe2LBackbone=ResNet-18, IPC=100, Evaluation Protocol=Standard2025.1152.8
LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=2002024.1052.6
LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=1002024.1052
G-VBSMBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.1151.8
EDCBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.1151.7
PRISMBackbone=ResNet-50, IPC=10, Evaluation Protocol=Standard2025.1151.1
PRISMBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.1149.4
EDCBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.1148.6
PRISMBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.1148.5
DELTBackbone=ResNet-101, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.1148.5
PRISMBackbone=ResNet-18, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.1146.9
SRe2LBackbone=ResNet-18, IPC=50, Evaluation Protocol=Standard2025.1146.8
PRISMBackbone=ResNet-50, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.1146.3
DELTBackbone=ResNet-18, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.1146.1
LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=1002024.1044.7
LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=502024.1043.1
RDEDBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.1142
PRISMBackbone=ResNet-101, IPC=10, Evaluation Protocol=DELT's evaluation procedure2025.1140.7
G-VBSMBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.1138.2
G-VBSMBackbone=ResNet-50, IPC=10, Evaluation Protocol=Standard2025.1135.4
LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=502024.1033.7
G-VBSMBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.1131.4
SRe2LBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.1130.9
RDEDBackbone=ResNet-101, IPC=10, Evaluation Protocol=Standard2025.1130.9
LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=202024.1030
SRe2LBackbone=ResNet-50, IPC=10, Evaluation Protocol=Standard2025.1128.4
SRe2LBackbone=ResNet-18, IPC=10, Evaluation Protocol=Standard2025.1121.3
LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=202024.1017.9
LPLDBackbone=ResNet-18, Pruning rate=50x, IPC (Images Per Class)=102024.1017.6
LPLDBackbone=ResNet-18, Pruning rate=100x, IPC (Images Per Class)=102024.109.6