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Concept Attribution on CLEVR (test)

0.85F1 Score

Direct Alignment

0.50680.59590.6850.7741Dec 4, 2025
Updated 1mo ago

Evaluation Results

MethodLinks
2025.12
0.85
2025.12
0.85
2025.12
0.83
2025.12
0.81
2025.12
0.81
2025.12
0.8
2025.12
0.8
2025.12
0.8
2025.12
0.8
2025.12
0.8
2025.12
0.78
2025.12
0.78
2025.12
0.77
2025.12
0.77
2025.12
0.76
2025.12
0.76
2025.12
0.75
2025.12
0.75
2025.12
0.75
2025.12
0.75
2025.12
0.72
2025.12
0.7
2025.12
0.68
2025.12
0.68
2025.12
0.65
2025.12
0.64
2025.12
0.64
2025.12
0.63
2025.12
0.63
2025.12
0.63
2025.12
0.62
2025.12
0.61
2025.12
0.61
2025.12
0.61
2025.12
0.61
2025.12
0.6
2025.12
0.6
2025.12
0.6
2025.12
0.6
2025.12
0.6
2025.12
0.6
2025.12
0.6
2025.12
0.59
2025.12
0.59
2025.12
0.59
2025.12
0.59
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.58
2025.12
0.57
2025.12
0.57
2025.12
0.56
2025.12
0.56
2025.12
0.56
2025.12
0.56
2025.12
0.56
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.55
2025.12
0.54
2025.12
0.54
2025.12
0.54
2025.12
0.54
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.53
2025.12
0.52
2025.12
0.52
2025.12
0.52
2025.12
0.52
2025.12
0.52
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