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ResearchFormerly WizWand

Feature Attribution Evaluation on ImageNet 1k (val)

32.27MoRF ScoreIIA
10.762816.346421.9327.5136Jul 6, 2025
Updated 8mo ago

Evaluation results

MethodLinks
IIABackbone=ViT-H-16, Resolution=224x224, Pre-training=CLIP2025.0732.2760.98
IBABackbone=ViT-L-16, Resolution=224x2242025.0730.5566.97
ViT-CXBackbone=ViT-H-16, Resolution=224x224, Pre-training=CLIP2025.0730.3457.7
GenericBackbone=ViT-H-16, Resolution=224x224, Pre-training=CLIP2025.0730.0661.34
Chefer-LRPBackbone=ViT-L-16, Resolution=224x2242025.0729.9264.87
IIABackbone=ViT-L-16, Resolution=224x2242025.0728.3965.92
GenericBackbone=ViT-L-16, Resolution=224x2242025.0728.3166.51
IBABackbone=ViT-H-16, Resolution=224x224, Pre-training=CLIP2025.0728.362.29
BeyondBackbone=ViT-H-16, Resolution=224x224, Pre-training=CLIP2025.0728.1162.96
BeyondBackbone=ViT-L-16, Resolution=224x2242025.0725.4766.68
ViT-CXBackbone=DeiT3-L-16, Resolution=224x2242025.0724.4366.6
ViT-CXBackbone=ViT-L-16, Resolution=224x2242025.0724.367.27
CoIBABackbone=ViT-H-16, Resolution=224x224, Pre-training=CLIP2025.0723.3866.95
GenericBackbone=ViT-B-16, Resolution=224x2242025.0722.1565.31
CoIBABackbone=ViT-L-16, Resolution=224x2242025.0722.0374.88
IBABackbone=ViT-B-16, Resolution=224x2242025.0720.9968.8
Chefer-LRPBackbone=ViT-B-16, Resolution=224x2242025.0720.8764.37
GenericBackbone=DeiT3-L-16, Resolution=224x2242025.0720.2869.87
IIABackbone=DeiT3-L-16, Resolution=224x2242025.0719.7270.02
IIABackbone=ViT-B-16, Resolution=224x2242025.0719.5866.19
IBABackbone=DeiT3-L-16, Resolution=224x2242025.0719.5671.23
BeyondBackbone=DeiT3-L-16, Resolution=224x2242025.0719.4170.52
ViT-CXBackbone=ViT-B-16, Resolution=224x2242025.0719.0465.36
ViT-CXBackbone=DeiT-B-16, Resolution=224x2242025.0718.3757.44
BeyondBackbone=ViT-B-16, Resolution=224x2242025.0717.9368.44
GenericBackbone=DeiT-B-16, Resolution=224x2242025.0716.7659.78
CoIBABackbone=ViT-B-16, Resolution=224x2242025.0716.6373.68
IBABackbone=DeiT-B-16, Resolution=224x2242025.0715.6261.53
BeyondBackbone=DeiT-B-16, Resolution=224x2242025.0715.3760.06
Chefer-LRPBackbone=DeiT-B-16, Resolution=224x2242025.0715.3159.55
CoIBABackbone=DeiT3-L-16, Resolution=224x2242025.0715.0276.13
IIABackbone=DeiT-B-16, Resolution=224x2242025.0714.7461.21
CoIBABackbone=DeiT-B-16, Resolution=224x2242025.0711.5967.12