Benchmark definition

MathArena ArXivLean

03/2026
DeprecatedEstablishedSpecialized useMATHARENA_ARXIVLEAN_2026_03

MathArena ArXivLean 03/2026, containing 41 problems.

Applicability does not mean evaluated; benchmark result/model score data is outside this UI contract.

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About

Description
Research-level mathematical statements from recent arXiv papers formalized as Lean theorem-proving tasks.
What it measures
Research-level mathematical statements from recent arXiv papers formalized as Lean theorem-proving tasks.
Why it matters
The release is separately identified by MathArena and must not be merged with other monthly competition sets.
Comparison guidance
Not published
Intended difficulty
Not published

Not recorded for this benchmark: what it does not measure, motivation, gap addressed.

Classification

Categories
Formal reasoningResearch mathematicsRolling evaluation
Domains
Research mathematics
Evaluation style
AgenticExecutable test based

Structure

One undivided item set. No components or scenarios recorded.

Tasks

None recorded

Metrics

What a result on this benchmark would be reported as. ctxdex does not carry results.

MetricRoleDirectionUnit
Formal Proof Acceptance
PrimaryHigher is betterPercent

Methodology

MathArena ArXivLean 03/2026 methodologyThis definition

Release-specific MathArena methodology; preserve this monthly identity rather than applying one timeless family methodology.

Evaluation environment

What the benchmark's harness provides and allows. These are properties of the environment, not model requirements, and applicability does not test for them.

Interaction

None. Static prompts and answers.

Evaluation style
Agentic, Executable test based
Environment summary
Not published

Model requirements

Required conditions decide applicability. Relevant ones describe what the benchmark exercises and decide nothing.

Required · decides applicability

Whole benchmark
Text (input)Text (output)Formal theorem proving

Relevant · informational

Code generationComplex reasoningExplicit reasoningCoding modelsReasoning models

CTXDEX models

0 of the 58 active, preview, experimental models meet this benchmark’s recorded requirements, at some scope. Applicable means the requirements are met, not that the model was evaluated.

View the 58 not recorded →
Applicable · full
0
Applicable · components
0
Applicable · scenarios
0
Conditionally applicable
0
Not recorded
58

Counted over 58 models in the default lifecycle scope (active, preview, experimental).

Applicability/relevance ordering only; never a performance ranking.

Scale

  • 41
    Problem
    Total · Exact

Data and access

Dataset
Open
Evaluation code
Open source
Peer review
Technical report
Unknown
Leaderboard, Maintenance

Coverage

Languages, regions

None recorded

Coverage summary
Not published

Limitations

None recorded

Lineage

Related
Inverse of successor of BenchmarkMathArena ArXivLean
Other definitions in family
Changes

None recorded

Sources

Freshness

Content version
1.0
Last reviewed
2026-09-22
Refresh model
Periodic
Time sensitivity
High
Benchmark data
c40cccac878af5d0

13 contract fields are empty for every benchmark in this release and are not shown: applicability groups, conditional requirements, feature requirements, model relevance domains, required capabilities, openness summary, reference artifacts, interaction protocols, tool protocols, benchmark last major refresh at, short name, target expertise level, target population.