SOTAVerified

Mathematical Question Answering

Building systems that automatically answer mathematical questions.

Papers

Showing 110 of 11 papers

TitleStatusHype
Mining Mathematical Documents for Question Answering via Unsupervised Formula LabelingCode1
Plane Geometry Diagram ParsingCode1
GOLD: Geometry Problem Solver with Natural Language DescriptionCode1
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language ReasoningCode1
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic ReasoningCode1
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn InteractionsCode1
AlignedCoT: Prompting Large Language Models via Native-Speaking DemonstrationsCode0
Solving Geometry Problems: Combining Text and Diagram InterpretationCode0
Analysing Mathematical Reasoning Abilities of Neural ModelsCode0
Mathematical Information Retrieval: Search and Question Answering0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Human ExpertAccuracy (%)90.9Unverified
2Inter-GPS (GT)Accuracy (%)78.3Unverified
3PGDPNetAccuracy (%)74.1Unverified
4GOLDAccuracy (%)69.1Unverified
5GAPSAccuracy (%)68Unverified
6Inter-GPSAccuracy (%)57.5Unverified
7HumanAccuracy (%)56.9Unverified
8RandomAccuracy (%)25Unverified
#ModelMetricClaimedVerifiedStatus
1Inter-GPSAccuracy (%)67Unverified
2GEOSAccuracy (%)49Unverified