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Papers Benchmarks Datasets Tasks

Multi-task Model Merging research benchmarks · SOTA2 Research

Multi-task Model Merging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

14 vision tasks

94.3Average Absolute Accuracy

42

Jun 18, 2026

20 vision tasks

94.7Average Absolute Accuracy

40

Jun 18, 2026

Multi-task Category-level Evaluation Suite (Instruction Following, Math, Multilingual, Safety)

93.5Average Score

9

Jun 16, 2026

MMLU, SciQA, and GSM8K (test)

74.3Average (Individual)

4

Mar 16, 2026

Popular datasets

Vision Tasks MMLU, SciQA, and GSM8K Multi-task Category-level Evaluation Suite

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