Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Abstract Reasoning research benchmarks – Page 2 · SOTA2 Research

Abstract Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ARC (8 held-out tasks)

80Success Rate

4

Jun 4, 2026

ARC-AGI-3 25 Public Games v2

0RHAE

4

May 26, 2026

3.54Frugality Index (Fp)

4

May 15, 2026

PGM Extrapolation (test)

Neural Interpreters

19.4Accuracy

4

Feb 26, 2026

PGM Extrapolation (val)

92.2Accuracy

4

Feb 26, 2026

PGM Interpolation (test)

Neural Interpreters

70.5Accuracy

4

Feb 26, 2026

PGM Interpolation (val)

89.9Accuracy

4

Feb 26, 2026

ARC-AGI (concept evaluation)

86.8Accuracy

2

Feb 26, 2026

ARC-AGI 2 (Public)

Modality-Driven Search + Holistic Trace Judging

76.11Accuracy

1

Jul 1, 2026

Auto-Relational Reasoning

98.03Accuracy

1

Apr 30, 2026

62.6Accuracy

1

Apr 30, 2026

Page 2 of 2

Popular datasets

PGM ARC-AGI ARC Bongard-LOGO PGM Triples

Follow for updates

Join SOTA2 Contact