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Papers Benchmarks Datasets Tasks

Multi-domain evaluation research benchmarks · SOTA2 Research

Multi-domain evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Diverse Domain Collection (MATH, GSM-H, AQUA, AIME, SciBe, GPQA, MMLUP, MedMC, HEval, MBPP)

63.8Average Score (V)

24

Jun 15, 2026

GSM8K, MATH, HumanEval, MBPP, FinanceBench, ConvFinQA, PubMedQA, and MedQA USMLE

30.65Math Accuracy

24

Apr 21, 2026

MMLU, GSM8K, HEval, BBH, MedQA

68Average Score

18

Jul 7, 2026

MMLU, GSM8K, MATH, MedQA, MedMCQA

Type-based (Math)

56.9Math Accuracy

15

Mar 20, 2026

Aggregate HealthBench, LLMMed-Eval, WritingBench, Creative Writing, ResearchQA

70.55Macro-average Score

10

May 29, 2026

GRAFITE Sample Dataset (Total)

Llama-4-Maverick-17B-128E-Instruct

63.2Pass Rate

4

Mar 20, 2026

Popular datasets

Aggregate GRAFITE MMLU, GSM8K, MATH, MedQA, MedMCQA GSM8K, MATH, HumanEval, MBPP, FinanceBench, ConvFinQA, PubMedQA, and MedQA Diverse Domain Collection

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