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Benchmarks
Visual Explanations on CIFAR-10
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0.856
MoRF Insertion (Pixel Value)
LAX
0.31936
0.45868
0.598
0.73732
May 18, 2026
MoRF Insertion (Pixel Value)
MoRF Deletion (Pixel Value)
MoRF Insertion (% Value)
MoRF Deletion (% Value)
Fidelity (Fid-) Insertion (Pixel Value)
Fidelity (Fid+) Deletion (Pixel Value)
Fidelity (Fid-) Insertion (% Value)
Fidelity (Fid+) Deletion (% Value)
MSI Base Score (alpha=0.5)
MSI Mask Penalty
MSI Score
Updated 15d ago
Evaluation Results
Method
Method
Links
MoRF Insertion (Pixel Value)
MoRF Deletion (Pixel Value)
MoRF Insertion (% Value)
MoRF Deletion (% Value)
Fidelity (Fid-) Insertion (Pixel Value)
Fidelity (Fid+) Deletion (Pixel Value)
Fidelity (Fid-) Insertion (% Value)
Fidelity (Fid+) Deletion (% Value)
MSI Base Score (alpha=0.5)
MSI Mask Penalty
MSI Score
LAX
Backbone=ViT
2026.05
0.856
0.78
0.857
0.553
0.134
0.217
0.131
0.448
0.38
0.277
0.102
Attention Rollout
Backbone=ViT
2026.05
0.383
0.725
0.611
0.498
0.599
0.256
0.372
0.487
0.298
0.224
0.5225
Grad-CAM
Backbone=ViT
2026.05
0.34
0.774
0.587
0.613
0.645
0.208
0.397
0.375
0.186
0.297
0.484
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