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Papers Benchmarks Datasets Tasks

General Reasoning and Coding research benchmarks · SOTA2 Research

General Reasoning and Coding

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

GPQA, GSM8K, MATH, and MBPP suite

24.15Delta

28

Jun 8, 2026

Mean GSM8K, HumanEval, MBPP

4Speed

26

May 26, 2026

Out-of-Distribution (ARC-c, GPQA, MMLU-Pro, LiveCodeBench)

w4a16 QaRL TBPO

96.6ARC-c (pass@1)

16

Apr 10, 2026

TriviaQA Non-Factoid

REMIX (K-Pile / -)

31.9GSM8K Score

6

Jun 29, 2026

PopQA Non-Factoid

REMIX (Random / -)

51.4GSM8K Accuracy

6

Jun 29, 2026

Key-Value Recall Non-Factoid

REMIX (Random / -)

64.1GSM8K Accuracy

6

Jun 29, 2026

Math & Code Aggregate

74.7Average Accuracy

4

Jun 23, 2026

Popular datasets

PopQA TriviaQA Mean Out-of-Distribution GPQA, GSM8K, MATH, and MBPP

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