math benchmark
CBNSL Leaderboard
CBNSL evaluates algorithms that learn Bayesian network structures from data using curriculum learning techniques.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
CBNSL Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMA | Score95.60% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
CBNSL Highlights
The leading models and scores on this benchmark.
The Top AI Models for CBNSL
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis cbnsl AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MAMoonshot AI
- Score
- 95.60%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures CBNSL, not total model capability
Selection summary
Best AI Models for CBNSL
Kimi K2 Instruct currently leads CBNSL with 95.60%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price, and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is CBNSL?
What CBNSL measures and how its scores work.
CBNSL is a benchmark that uses networks from the bnlearn repository to evaluate Bayesian network structure learning algorithms.
It measures structure learning performance using BDeu scoring metrics, reported as a Score ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- CBNSL
- Modality
- text
- Primary category
- math
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about CBNSL.
Which model scores highest on CBNSL?
Kimi K2 Instruct is currently ranked first with 95.60%.
What are the top three models on CBNSL?
The current leaders are Kimi K2 Instruct (95.60%).
Which CBNSL model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among CBNSL results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.