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DeepScaleR dataset and benchmarks · SOTA2 Research

Research Datasets

DeepScaleR

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Incorrect Reasoning Path Detection

DeepScaleR

64.24Accuracy

46

Mathematical Reasoning

DeepScaleR

62.1Accuracy

34

DeepScaler

57.3Accuracy

30

Inference Efficiency

DeepScaleR-40k (1,024 mathematical problems)

760.74Throughput (tokens/s)

26

Mathematical Reasoning

DeepScaleR (test)

39.2Greedy Success

14

DeepScaler

22.54Accuracy

9

Popular tasks

Mathematical Reasoning Reasoning Inference Efficiency Mathematics Incorrect Reasoning Path Detection

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