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Benchmarks
Abstract Reasoning on Bongard-LOGO (BD)
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72
Mean Accuracy
C–G (AD)
48.912
54.906
60.9
66.894
Apr 23, 2026
Mean Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Accuracy
C–G (AD)
Input Type=Symbolic (A...
2026.04
72
C–G + Concept (AP + C)
Input Type=Symbolic (A...
2026.04
70
C–G (AP)
Input Type=Symbolic (A...
2026.04
68.8
Minimal-Context Grammar
Input Type=Symbolic (B...
2026.04
67.7
Sequence Permutation
Condition=Randomizatio...
2026.04
64.2
Category Permutation
Condition=Randomizatio...
2026.04
60.1
Visual baseline (VLM subset)
Input Type=Visual, Eva...
2026.04
57.1
Grounded C–G (AP)
Input Type=Symbolic +...
2026.04
55.3
Grounded C–G (AD)
Input Type=Symbolic +...
2026.04
55.3
Visual VLM (Gemini-2.5)
Input Type=Visual, Eva...
2026.04
49.8
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