TRACK - Code Generation (MeLLo): leaderboard
Metric: Holistic pass (%; BigCodeBench-derived coding problems that require specific library API versions, 500 items; the final answer is correct and the reasoning entails every required fact; answered through MeLLo, which keeps the facts in an external memory and retrieves them by question decomposition). Source: arxiv.org. Saturation forecast: Estimated already saturated. 6 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 3 8B | 24.8 |
| 2 | Qwen 3 4B | 21.4 |
| 3 | Qwen 3 1.7B | 12.5 |
Interactive version: theaggregate.ai/benchmark?slug=track-code-generation-mello · How It Works · Data refreshed daily, snapshot 2026-09-26.