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Feature Attribution on ImageNet (test)

0.3104GAPSIG
0.0969920.1523960.20780.263204May 19, 2026

Evaluation results

MethodLinks
SIGBackbone=InceptionV3, Imputer type=Fixed2026.050.31040.04090.3513
BIGBackbone=InceptionV3, Imputer type=Fixed2026.050.30270.0410.3436
SIGBackbone=VGG-16, Imputer type=Fixed2026.050.30110.02340.3245
BIGBackbone=VGG-16, Imputer type=Fixed2026.050.27710.02090.298
SIGBackbone=ResNet-18, Imputer type=Fixed2026.050.26730.02730.2946
GIGBackbone=InceptionV3, Imputer type=Fixed2026.050.25570.04660.3023
BIGBackbone=ResNet-18, Imputer type=Fixed2026.050.25230.02650.2788
IG²Backbone=VGG-16, Imputer type=Fixed2026.050.24430.03350.2778
IG²Backbone=InceptionV3, Imputer type=Fixed2026.050.21810.06210.2802
IGBackbone=InceptionV3, Imputer type=Fixed2026.050.21320.08370.2969
MIGBackbone=InceptionV3, Imputer type=Fixed2026.050.21210.08310.2952
IGBackbone=VGG-16, Imputer type=Fixed2026.050.20680.04940.2561
EIGBackbone=InceptionV3, Imputer type=Fixed2026.050.19840.09120.2896
GIGBackbone=VGG-16, Imputer type=Fixed2026.050.19590.02450.2204
MIGBackbone=VGG-16, Imputer type=Fixed2026.050.19440.04990.2443
AGIBackbone=InceptionV3, Imputer type=Fixed2026.050.18940.06330.2527
EIGBackbone=VGG-16, Imputer type=Fixed2026.050.18830.0540.2423
SAMPBackbone=InceptionV3, Imputer type=Fixed2026.050.18730.06640.2537
GIGBackbone=ResNet-18, Imputer type=Fixed2026.050.17570.03640.2121
AGIBackbone=VGG-16, Imputer type=Fixed2026.050.1710.05040.2214
G×IBackbone=VGG-16, Imputer type=Fixed2026.050.15910.06480.2239
G×IBackbone=InceptionV3, Imputer type=Fixed2026.050.15270.10330.256
IGBackbone=ResNet-18, Imputer type=Fixed2026.050.15110.06850.2197
MIGBackbone=ResNet-18, Imputer type=Fixed2026.050.15010.07160.2217
EIGBackbone=ResNet-18, Imputer type=Fixed2026.050.14360.07440.2181
IG²Backbone=ResNet-18, Imputer type=Fixed2026.050.1420.05920.2012
SAMPBackbone=ResNet-18, Imputer type=Fixed2026.050.11990.050.1699
AGIBackbone=ResNet-18, Imputer type=Fixed2026.050.11260.06320.1758
G×IBackbone=ResNet-18, Imputer type=Fixed2026.050.10840.08750.196
SAMPBackbone=VGG-16, Imputer type=Fixed2026.050.10520.03680.142