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Math Word Problem Solving research benchmarks – Page 2 · SOTA2 Research

Math Word Problem Solving

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

81.4Accuracy (pass@1)

6

Jun 8, 2026

65.7Accuracy

6

Feb 26, 2026

SVAMP hard (test)

MSAT-DEDUCTREASONER

48.2Accuracy

6

Feb 26, 2026

Vanilla (OpenPangu)

81.97Accuracy (GSM8K)

5

May 21, 2026

0.964Accuracy

5

Mar 10, 2026

77.18Accuracy

4

Feb 26, 2026

54.05Accuracy

4

Feb 26, 2026

Dolphin18K Manual (5-fold cross-val)

11.41Accuracy

4

Feb 26, 2026

ALG514 (5-fold cross-validation)

57.39Accuracy

4

Feb 26, 2026

MI-based distillation

52.5Accuracy

3

Feb 26, 2026

School customization at individual level 2 (student study)

Human-written MWP

73.7Human Solve Rate (MWP)

1

Apr 14, 2026

School 1 customization at class level (student study)

Human-written MWP

68.2Human-written MWP Solve Rate

1

Apr 14, 2026

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