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Benchmarks
Abstract Reasoning on Bongard-LOGO (FF)
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79.3
Mean Accuracy
C–G (AD)
49.036
56.893
64.75
72.607
Apr 23, 2026
Mean Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Accuracy
C–G (AD)
Input Type=Symbolic (A...
2026.04
79.3
C–G + Concept (AP + C)
Input Type=Symbolic (A...
2026.04
79.3
C–G (AP)
Input Type=Symbolic (A...
2026.04
78.1
Minimal-Context Grammar
Input Type=Symbolic (B...
2026.04
77.3
Category Permutation
Condition=Randomizatio...
2026.04
70.6
Visual baseline (VLM subset)
Input Type=Visual, Eva...
2026.04
62.6
Grounded C–G (AP)
Input Type=Symbolic +...
2026.04
62.4
Grounded C–G (AD)
Input Type=Symbolic +...
2026.04
61.2
Sequence Permutation
Condition=Randomizatio...
2026.04
58
Visual VLM (Gemini-2.5)
Input Type=Visual, Eva...
2026.04
50.2
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