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Papers Benchmarks Datasets Tasks

Abstract Visual Reasoning research benchmarks · SOTA2 Research

Abstract Visual Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

100Accuracy (Pass@2)

33

May 14, 2026

SVRT reformulated four-choice (test)

99.4Accuracy

28

Mar 4, 2026

98Accuracy (Pass@2)

27

Apr 10, 2026

98.7Accuracy

25

Apr 30, 2026

RAVEN v1 (test)

93.6Average Accuracy

22

Feb 26, 2026

Abstract Visual Reasoning WReN (10^2 samples)

27.3Accuracy

15

Feb 26, 2026

MC2R 10,000 samples (train)

90.4Accuracy

12

Mar 4, 2026

77.4Accuracy

12

Mar 4, 2026

MC2R 500 samples (train)

0.631Accuracy

12

Mar 4, 2026

MC2R 200 (train)

50.3Accuracy

12

Mar 4, 2026

MC2R (100 train samples)

39.8Accuracy

12

Mar 4, 2026

MC2R 50 samples (train)

32.1Accuracy

12

Mar 4, 2026

MC2R 20 samples (train)

22.7Accuracy

12

Mar 4, 2026

I-RAVEN v1 (test)

algebraic machine reasoning

93.2Avg Accuracy

11

Feb 26, 2026

42.4CVR Score

9

Feb 26, 2026

100Accuracy

6

Feb 26, 2026

Abstract Visual Reasoning WReN (10^5 samples)

98.3Accuracy

5

Feb 26, 2026

Abstract Visual Reasoning 10^4 samples WReN

68.4Classification Accuracy

5

Feb 26, 2026

Abstract Visual Reasoning dataset WReN

31.2Accuracy

5

Feb 26, 2026

Abstract Visual Reasoning 10^3 samples WReN

41.2Accuracy

4

Feb 26, 2026

Abstract Visual Reasoning WReN

36Accuracy

4

Feb 26, 2026

Popular datasets

MC2R Abstract Visual Reasoning RAVEN ARC-AGI I-RAVEN

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