Mathematical Reasoning on PGPS9K

Metric: Completion accuracy (higher is better)

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#	Model↕	Completion accuracy▼	Extra Data	Paper	Date↕	Code
1	GOLD	65.8	No	GOLD: Geometry Problem Solver with Natural Langu...	2024-05-01	Code
2	PGPSNet	62.7	No	A Multi-Modal Neural Geometric Solver with Textu...	2023-02-22	Code
3	GAPS	61.2	Yes	GAPS: Geometry-Aware Problem Solver	2024-01-29	-
4	Inter-GPS	59.8	No	Inter-GPS: Interpretable Geometry Problem Solvin...	2021-05-10	Code
5	Geoformer	35.6	No	UniGeo: Unifying Geometry Logical Reasoning via ...	2022-12-06	Code
6	NGS	34.1	No	GeoQA: A Geometric Question Answering Benchmark ...	2021-05-30	Code

#1GOLDSOTA
65.8
Completion accuracy· 2024-05-01
GOLD: Geometry Problem Solver with Natural Language Description Code
#2PGPSNetSOTA
62.7
Completion accuracy· 2023-02-22
A Multi-Modal Neural Geometric Solver with Textual Clauses Parsed from Diagram Code
#3GAPS
61.2
Completion accuracy· Extra Data· 2024-01-29
GAPS: Geometry-Aware Problem Solver
#4Inter-GPSSOTA
59.8
Completion accuracy· 2021-05-10
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning Code
#5Geoformer
35.6
Completion accuracy· 2022-12-06
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression Code
#6NGS
34.1
Completion accuracy· 2021-05-30
GeoQA: A Geometric Question Answering Benchmark Towards Multimodal Numerical Reasoning Code