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Attributing Multimodal Foundation Model Errors on ImageNet misclassified samples (val)

85.76Avg Highest Confidence (0-50%)

Greedy

8.248828.371948.49568.6181Apr 1, 2025Jun 13, 2025Aug 26, 2025Nov 7, 2025Jan 20, 2026Apr 3, 2026Jun 16, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.06
85.76--89.3268.376.521,755.773.89
2026.06
81.05--87.7464.217.051,026.526.26
2025.04
74.8766.3977.3678.7242.37---
2025.04
73.0764.476.7678.7841.51---
2025.04
70.356.7774.7975.8347.89---
2025.04
68.1653.5174.4575.5746.81---
2025.04
63.9954.0167.5369.5534.75---
2025.04
58.6544.3661.5763.4839.29---
2026.06
58.51--74.7441.3316.055,0000.83
2026.06
57.57--71.2440.3515.181,5362.63
2026.06
56.44--73.6339.5816.16--
2025.04
53.1138.4358.2459.7834.83---
2025.04
40.4524.2747.5751.6422.37---
2025.04
39.8527.145.5848.7918.27---
2026.06
38.66--70.1630.3523.95--
2025.04
34.0422.0237.6741.2313.97---
2026.06
31.18--69.3326.0728.31--
2025.04
30.7320.1235.8239.8920.17---
2025.04
29.3320.533.635.0618.12---
2026.06
28.17--68.9924.6829.84--
2025.04
28.0214.0437.5542.4517.21---
2025.04
27.2617.1132.636.3621.8---
2025.04
27.2321.4830.5134.6210.62---
2025.04
25.9312.9935.3242.6111.29---
2025.04
23.6712.6831.3739.0212.36---
2025.04
19.029.6725.329.215---
2025.04
19.0110.6426.5834.6311.24---
2025.04
18.6110.0425.6133.9710.86---
2025.04
13.87.8717.7921.128.61---
2025.04
11.234.1416.2823.488.16---