List your company
ResearchFormerly WizWand

Image Classification on ImageWoof full-sized (test)

86.4Top-1 AccuracyFull
16.7234.8152.970.99Nov 27, 2023
Updated 8mo ago

Evaluation results

MethodLinks
FullIPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1186.4
Minimax DiffusionIPC (Ratio)=100 (7.7%), Test Model=ResNet-18, Resolution=256x2562023.1165.7
Minimax DiffusionIPC (Ratio)=100 (7.7%), Test Model=ResNetAP-10, Resolution=256x2562023.1164.5
Minimax DiffusionIPC (Ratio)=100 (7.7%), Test Model=ConvNet-6, Resolution=256x2562023.1161.1
Minimax DiffusionIPC (Ratio)=70 (5.4%), Test Model=ResNet-18, Resolution=256x2562023.1158.8
Minimax DiffusionIPC (Ratio)=70 (5.4%), Test Model=ResNetAP-10, Resolution=256x2562023.1158.3
Minimax DiffusionIPC (Ratio)=50 (3.8%), Test Model=ResNet-18, Resolution=256x2562023.1157.1
Minimax DiffusionIPC (Ratio)=50 (3.8%), Test Model=ResNetAP-10, Resolution=256x2562023.1156.3
Minimax DiffusionIPC (Ratio)=70 (5.4%), Test Model=ConvNet-6, Resolution=256x2562023.1155.7
Minimax DiffusionIPC (Ratio)=50 (3.8%), Test Model=ConvNet-6, Resolution=256x2562023.1153.9
Minimax DiffusionIPC (Ratio)=20 (1.6%), Test Model=ResNetAP-10, Resolution=256x2562023.1145.8
Minimax DiffusionIPC (Ratio)=20 (1.6%), Test Model=ResNet-18, Resolution=256x2562023.1142.5
Minimax DiffusionIPC (Ratio)=10 (0.8%), Test Model=ResNetAP-10, Resolution=256x2562023.1139.2
Minimax DiffusionIPC (Ratio)=10 (0.8%), Test Model=ResNet-18, Resolution=256x2562023.1137.6
Minimax DiffusionIPC (Ratio)=20 (1.6%), Test Model=ConvNet-6, Resolution=256x2562023.1137.6
Minimax DiffusionIPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1137
DiTIPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1134.2
GLaDIPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1133.8
IDC-1IPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1133.3
DMIPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1126.9
HerdingIPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1126.7
RandomIPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1124.3
K-CenterIPC (Ratio)=10 (0.8%), Test Model=ConvNet-6, Resolution=256x2562023.1119.4