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Attribution Faithfulness on ImageNet

51.77Deletion Score

Rollout

25.655632.435339.21545.9947Mar 13, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.03
51.7752.320.54-
2026.03
50.6761.9511.28-
2026.03
50.6359.438.81-
2026.03
45.7351.756.01-
2026.03
43.3650.296.93-
2026.03
43.2159.9516.74-
2026.03
42.5160.5518.04-
2026.03
40.9757.8616.89-
2026.03
40.0164.0524.04-
2026.03
38.4655.4817.02-
2026.03
38.0954.9316.84-
2026.03
36.9466.8629.92-
2026.03
35.7266.8831.17-
2026.03
34.5366.4631.93-
2026.03
34.3966.2131.82-
2026.03
33.9863.7729.79-
2026.03
33.4466.9333.49-
2026.03
33.2965.732.41-
2026.03
32.762.2529.55-
2026.03
31.7469.237.45-
2026.03
31.7266.5534.82-
2026.03
30.9468.2837.35-
2026.03
30.761.4130.71-
2026.03
30.2360.0629.83-
2026.03
30.1161.5231.41-
2026.03
29.1469.940.76-
2026.03
28.8461.4232.58-
2026.03
27.3567.1739.83-
2026.03
27.2564.1936.94-
2026.03
26.6668.2334.75-
2026.04
----0.017
2026.04
---0.009
2026.04
----0.007
2026.04
----0.001
2026.04
---0.007
2026.04
---0.009
2026.04
----0.016
2026.04
----0.044
2026.04
---0.004
2026.04
---0.004
2026.04
----0.024
2026.04
---0.251
2026.04
----0.005
2026.04
---0.059
2026.04
----0.037
2026.04
----0.032
2026.04
---0.012
2026.04
---0.034
2026.04
----0.015
2026.04
---0.02
2026.04
----0.001
2026.04
---0
2026.04
---0.011
2026.04
---0.021