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Relational Reasoning research benchmarks · SOTA2 Research

Relational Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.69Empirical Generalization Error G(W)

60

Jun 15, 2026

Chinese Kinship

71.2Accuracy

20

Mar 25, 2026

QWEN2.5-VL-7B + PGT

85.7Accuracy

16

May 25, 2026

98.3Accuracy (%)

16

May 25, 2026

Sort-of-CLEVR (test)

80.03Relational Accuracy

11

Feb 26, 2026

Linear Transformer + D3 (w/ F)

99Unary Accuracy

8

Feb 26, 2026

92.5Average Accuracy

5

Feb 26, 2026

Something-Else (Comp)

69.7Top-1 Accuracy

3

Feb 26, 2026

Something-Else Base

0.871Top-1 Accuracy

3

Feb 26, 2026

Popular datasets

Something-Else sort-of-CLEVR RAVEN CLUTRR VSR

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