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Misclassification Explanation Evaluation on ImageNet-1K misclassified samples 1.0 (test)

1.934Directional Score (Mean)

FaithTrace

-0.37480.22460.8241.4234May 16, 2026
Updated 14d ago

Evaluation Results

MethodLinks
2026.05
1.93403.4618.912
2026.05
0.7230.2-0.1013.286
2026.05
0.5050.18-0.4822.756
2026.05
0.22702.7255.4
2026.05
0.14801.0571.289
2026.05
0.08301.5931.981
2026.05
0.0750.2250.452.485
2026.05
0.0550.220.470.633
2026.05
0.0530.3-0.4891.215
2026.05
0.0520.013.9868.808
2026.05
0.0470.130.731.036
2026.05
0.0390.340.1780.29
2026.05
0.0240.190.3330.557
2026.05
0.0030.49-1.9953.051
2026.05
-0.0120.68-1.852.309
2026.05
-0.0160.570.210.286
2026.05
-0.0220.74-1.8532.382
2026.05
-0.0270.650.3180.505
2026.05
-0.0410.640.1711.663
2026.05
-0.2860.610.1593.505