DSGym - MLE-Bench Lite - Above Median: leaderboard
Metric: Above Median Rate (%). Source: arxiv.org. Saturation forecast: Around December 2026. 12 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.1 (High) | 45.45 |
| 2 | Claude Sonnet 4.5 | 36.36 |
| 3 | GPT-5.1 (Medium) | 31.82 |
| 4 | DeepSeek V3.1 | 27.27 |
| 5 | Kimi K2 0905 | 27.27 |
| 6 | GPT-5 (Medium) | 27.27 |
| 7 | Claude Sonnet 4 | 22.73 |
| 8 | GPT-5.1 (Non-reasoning) | 22.73 |
| 9 | Qwen 3 4B Instruct | 9.09 |
| 10 | Qwen 2.5 7B Instruct | 0 |
Interactive version: theaggregate.ai/benchmark?slug=dsgym-mle-bench-lite-above-median · How It Works · Data refreshed daily, snapshot 2026-09-25.