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Benchmark category

Spatial Reasoning Benchmarks

Spatial Reasoning evaluations, model coverage and rankings. Each benchmark keeps its original scale and methodology.

Data as of 2026-08-17

Benchmarks29
Highest coverage29
Score eligible20

Spatial Reasoning Benchmark Directory

Select a benchmark to inspect model results, evidence fields and scoring direction.

11 rows
Columns

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Sort by
Benchmark
Family
Modality
Metric
Coverage
Coverage tier
Evidence
Score eligible
BenchmarkRealWorldQAFamilyRealWorldQAModalitymultimodalMetricScoreCoverage29Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkScreenSpot ProFamilyScreenSpot ProModalitymultimodalMetricScoreCoverage25Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkERQAFamilyERQAModalitymultimodalMetricScoreCoverage24Coverage tierfeaturedEvidenceCScore eligibleYes
BenchmarkPolyMATHFamilyPolyMATHModalitymultimodalMetricScoreCoverage23Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkARC-AGI v2FamilyARC-AGI v2ModalitymultimodalMetricScoreCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkMVBenchFamilyMVBenchModalitymultimodalMetricScoreCoverage17Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkScreenSpotFamilyScreenSpotModalitymultimodalMetricScoreCoverage16Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkBLINKFamilyBLINKModalitymultimodalMetricScoreCoverage15Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGraphwalks BFS <128kFamilyGraphwalks BFS <128kModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGraphwalks BFS >128kFamilyGraphwalks BFS >128kModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes
BenchmarkGraphwalks parents <128kFamilyGraphwalks parents <128kModalitytextMetricScoreCoverage11Coverage tierfeaturedEvidenceBScore eligibleYes

Spatial Reasoning Benchmark Rankings

Leading results from high-coverage benchmarks with at least two models.

RealWorldQA

View benchmark

ScreenSpot Pro

View benchmark

ERQA

View benchmark

PolyMATH

View benchmark

What are spatial reasoning benchmarks?

How this category is assembled on llmboard.ai.

This page groups benchmarks whose primary or display category matches spatial reasoning. It does not average incompatible metrics into a new category score.

Open an individual benchmark to inspect score direction, evidence level, participant count and model results.

Benchmarks are grouped by their primary and display categories.