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Abstract Reasoning on ARC-AGI
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86.8
Accuracy
Cayley
84.928
85.414
85.9
86.386
Feb 20, 2026
Accuracy
Exact Acc (greedy)
Pass@1
Pass@2
Pass@5
Pass@10
Pass@100
Pass@1000
LM Loss
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
Exact Acc (greedy)
Pass@1
Pass@2
Pass@5
Pass@10
Pass@100
Pass@1000
LM Loss
Cayley
Training Steps=418,854
2026.02
86.8
31.4
40.5
45.4
50.5
53.1
59.2
62.7
0.643
Sinkhorn (implicit)
Training Steps=348,854
2026.02
85
22.2
34.1
38.5
43.9
45.6
51.4
56.1
0.819
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