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Math Word Problem Solving 벤치마크

Math Word Problem Solving on ALG514

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Accuracy (%)

57.39 63.79 70.19 76.6 83 2014-06 2026-11 ALLEQ — 68.7 (2014-06-01) ALLEQ — 68.7 (2014-06-01) ALLEQ — 68.7 (2014-06-01) ALLEQ — 68.7 (2014-06-01) liblinear-QP — 79.7 (2015-09-01) liblinear-QP — 79.7 (2015-09-01) liblinear-QP — 79.7 (2015-09-01) liblinear-QP — 79.7 (2015-09-01) SIM — 71.2 (2016-08-01) SIM — 71.2 (2016-08-01) SIM — 71.2 (2016-08-01) SIM — 71.2 (2016-08-01) MixedSP — 83.0 (2016-11-01) MixedSP — 83.0 (2016-11-01) MixedSP — 83.0 (2016-11-01) MixedSP — 83.0 (2016-11-01) ZDC — 79.7 (2017-09-01) ZDC — 79.7 (2017-09-01) ZDC — 79.7 (2017-09-01) ZDC — 79.7 (2017-09-01) SAU-Solver — 57.39 (2020-10-14) SAU-Solver — 57.39 (2020-10-14) SAU-Solver — 57.39 (2020-10-14) SAU-Solver — 57.39 (2020-10-14) GEO — 82.1 (2020-12-01) GEO — 82.1 (2020-12-01) GEO — 82.1 (2020-12-01) GEO — 82.1 (2020-12-01) ALLEQ — 68.7 (2014-06-01) liblinear-QP — 79.7 (2015-09-01) MixedSP — 83.0 (2016-11-01)
RankModel Accuracy (%) PaperCodeYear
1 MixedSP 83 Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems 2016
2 GEO 82.1 Generating Equation by Utilizing Operators : GEO model 2020
3 EPT 81.31 Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model snucclab/EPT
4 ZDC 79.7 Deep Neural Solver for Math Word Problems 2017
4 liblinear-QP 79.7 Learn to Solve Algebra Word Problems Using Quadratic Programming 2015
6 EPT 73.91 EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers snucclab/ept-x
7 SIM 71.2 How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation 2016
8 ALLEQ 68.7 Learning to Automatically Solve Algebra Word Problems 2014
9 EPT-X 67.07 EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers snucclab/ept-x
10 SAU-Solver 57.39 Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems QinJinghui/SAU-Solver 2020
11 MixedSP 83 Learning from Explicit and Implicit Supervision Jointly For Algebra Word Problems 2016
12 GEO 82.1 Generating Equation by Utilizing Operators : GEO model 2020
13 EPT 81.31 Point to the Expression: Solving Algebraic Word Problems using the Expression-Pointer Transformer Model snucclab/EPT
14 ZDC 79.7 Deep Neural Solver for Math Word Problems 2017
14 liblinear-QP 79.7 Learn to Solve Algebra Word Problems Using Quadratic Programming 2015
16 EPT 73.91 EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers snucclab/ept-x
17 SIM 71.2 How well do Computers Solve Math Word Problems? Large-Scale Dataset Construction and Evaluation 2016
18 ALLEQ 68.7 Learning to Automatically Solve Algebra Word Problems 2014
19 EPT-X 67.07 EPT-X: An Expression-Pointer Transformer model that generates eXplanations for numbers snucclab/ept-x
20 SAU-Solver 57.39 Semantically-Aligned Universal Tree-Structured Solver for Math Word Problems QinJinghui/SAU-Solver 2020
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