Benchmark
MLS-Bench Lite
What is MLS-Bench Lite?
MLS-Bench Lite is the official 30-task subset of MLS-Bench for evaluating whether AI systems can invent generalizable and scalable machine learning methods…
- Modality
- text
- Evaluates
- reasoning, agents, code
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 3
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/mls-bench-lite?top_n=500
MLS-Bench Lite results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Kimi K2.7 Code | Moonshot AI | 0.351 | 2026-06-12 | evidence |
| Kimi K3 | Moonshot AI | 0.483 | 2026-07-16 | evidence |
| Qwen3.8 Max | Qwen | 0.41 | 2026-08-02 | evidence |
Scores are partitioned by the source that reported them and are never merged into a single cross-source ranking, because the sources measure different things and say so.