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LLM Pruning Evaluation research benchmarks · SOTA2 Research

LLM Pruning Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

General Dimension LAMBADA-Std, TriviaQA

79.3Relative Retention (Generation)

12

Jun 4, 2026

Commonsense Dimension PIQA, ARC-Easy

94.2Relative Retention (S_Com)

3

Jun 4, 2026

Full Benchmark Suite

75.15S_tot Retention

2

Jun 4, 2026

Math Dimension GSM8K Minerva

68.1Relative Retention (Math)

2

Jun 4, 2026

Code Dimension HumanEval MBPP

72.3S_Code Relative Retention

2

Jun 4, 2026

Popular datasets

benchmark suite General Dimension Commonsense Dimension Code Dimension Math Dimension

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