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ResearchFormerly WizWand

Image Classification on ImageNet I-Woof (test)

87.5AccuracyFull dataset
17.335.52553.7571.975Sep 30, 2025Nov 5, 2025Dec 11, 2025Jan 16, 2026Feb 21, 2026Mar 29, 2026May 5, 2026
Updated 6mo ago

Evaluation results

MethodLinks
Full datasetBackbone=ResNet-10, Protocol=hard-label2026.0587.5
MiniMax + DMGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0560.8
DiT + DMGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0560.1
MGDIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0556.5
MiniMaxIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0556.3
DATM+OursIPC=102026.0353
DiTIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0549.3
MiniMax + DMGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0547.7
RandomIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0547.2
DMIPC=50, Backbone=ResNet-10, Protocol=hard-label2026.0547.1
DiT + DMGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0546.7
MiniMaxIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0545.8
AutoPaletteIPC=102026.0344.3
SPEEDIPC=102026.0344.1
MGDIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0543.6
GSDDResolution=256x256, Distillation Algorithm=DM2025.0942.6
MiniMax + DMGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0542.4
FreDIPC=102026.0341.3
DiTIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0541.1
DiT + DMGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0540.8
MGDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0540.4
DDiFResolution=256x256, Distillation Algorithm=DM2025.0939.6
MiniMaxIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0539.2
DATMIPC=102026.0338.8
HaBaIPC=102026.0338.6
MTTIPC=102026.0335.8
DMIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0535.2
DiTIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0534.7
GLaDIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0532.9
RandomIPC=20, Backbone=ResNet-10, Protocol=hard-label2026.0532.7
FreDResolution=256x256, Distillation Algorithm=DM2025.0931.2
DMIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0530.3
IDCResolution=256x256, Distillation Algorithm=DM2025.0930.2
RandomIPC=10, Backbone=ResNet-10, Protocol=hard-label2026.0529.4
LatentDDResolution=256x256, Distillation Algorithm=DM2025.0928
VanillaResolution=256x256, Distillation Algorithm=DM2025.0920