Benchmark
MLE-Bench
What is MLE-Bench?
MLE-Bench evaluates AI agents on machine learning engineering tasks by measuring their performance on Kaggle competitions.
- Released
- 2024-10-09
- Modality
- text
- Evaluates
- agents, code
- Openness
- unknown
- Importer
- LLM Stats
- Reported scores
- 2
Source provenance
- Original evidence https://api.zeroeval.com/leaderboard/benchmarks/mle-bench?top_n=500
MLE-Bench results and reported scores
LLM Stats
| Model | Organization | Reported value | Reported | Evidence |
|---|---|---|---|---|
| Gemini 3.5 Flash-Lite | 0.392 | 2026-07-21 | evidence | |
| Gemini 3.6 Flash | 0.639 | 2026-07-21 | 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.