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math benchmark

InterGPS

Interpretable Geometry Problem Solver (Inter-GPS) with Geometry3K dataset of 3,002 geometry problems with dense annotation in formal language using theorem knowledge and symbolic reasoning

Updated Aug 7, 2026

Published models2
Registry coverage2
MetricScore
EvidenceB

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  • About
  • FAQ

InterGPS leaderboard

Sorted by the source-provided rank. Higher score is better according to the registry.

2 rows
Columns

Show columns

1MIPhi-4-multimodal-instructMicrosoft48.6%100.0%2CAug 7, 2026
2MIPhi-3.5-vision-instructMicrosoft36.3%0.0%2CAug 7, 2026

Score distribution

Top published rows on the benchmark's original scale.

InterGPS

InterGPS highlights

The top published results on this benchmark's own scale.

Rank #1Phi-4-multimodal-instruct48.6%Rank #2Phi-3.5-vision-instruct36.3%

What is InterGPS?

Definition and scoring fields from the benchmark registry.

Interpretable Geometry Problem Solver (Inter-GPS) with Geometry3K dataset of 3,002 geometry problems with dense annotation in formal language using theorem knowledge and symbolic reasoning

Scores are shown in ratio. The current registry marks this benchmark as not independently verified with evidence level B.

Family
InterGPS
Modality
text
Primary category
math
Score direction
higher
LLMBoard eligible
No
Evaluation key
intergps|llm-stats-current

Source-native results are preserved. Eligibility for the overall LLMBoard score is a separate policy decision.

FAQ

Common questions about InterGPS.

Which model scores highest on InterGPS?

Phi-4-multimodal-instruct is currently ranked first with 48.6%.

What does InterGPS measure?

Interpretable Geometry Problem Solver (Inter-GPS) with Geometry3K dataset of 3,002 geometry problems with dense annotation in formal language using theorem knowledge and symbolic reasoning

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

2 unique published model results are currently shown.

Does this benchmark affect the overall score?

This benchmark is preserved as source-native evidence but is not eligible for the current overall score.

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