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

Zero-shot Reasoning research benchmarks – Page 2 · SOTA2 Research

Zero-shot Reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Multiple Reasoning Datasets Combined

PLDRv51-SOC-110M-5

42.62Average Score 0

11

Mar 26, 2026

Zero-shot Average

66Accuracy

11

Feb 26, 2026

Reasoning Suite Zero-shot (PIQA, ARC, HS, WG, BoolQ, MMLU)

80.2PIQA Accuracy

9

Mar 27, 2026

Qwen3 Evaluation Suite (PIQA, ARC-E, ARC-C, HellaSwag, Winogrande, MMLU) Zero-shot

79.76PIQA Accuracy

8

Jun 25, 2026

StoryCloze zero-shot

79.95Accuracy

8

Feb 26, 2026

Reasoning Benchmarks Zero-shot (ARC-C, ARC-E, HellaSwag, LAMBADA, OpenBookQA, PIQA, WinoGrande)

H-Net 1.3B (ours)

36.9ARC-C Accuracy

6

May 29, 2026

Downstream Reasoning Tasks (WikiText-2, ARC-e, ARC-c, BoolQ, PIQA, SIQA, HellaS., OBQA, Wino.)

11.78WikiText-2 Acc

6

May 26, 2026

59.7Accuracy (Zero-shot)

6

May 8, 2026

63.9Accuracy

6

May 8, 2026

Commonsense Reasoning Evaluation Suite

32.2Accuracy on OBQA

4

May 22, 2026

Reasoning Suite Zero-shot (PIQA, ARCe, ARCc, BoolQ, Hella., Wino.)

79.05PIQA Accuracy

4

Apr 23, 2026

Multiple Reasoning Benchmarks Average

53.5Average Accuracy

2

Jun 29, 2026

Page 2 of 2

Popular datasets

Reasoning Suite Reasoning Tasks ARC HellaSwag Reasoning Benchmarks

Follow for updates

Join SOTA2 Contact