LilyBench - Zero-Shot Compile Rate: leaderboard
Metric: Compile rate (%) of zero-shot LilyPond generations over a 200-prompt stratified bank (natural-language instruction plus composer, period, form, ensemble and part metadata); a generation counts when the LilyPond binary renders it to MIDI; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Phi-4 | 71.1 |
| 2 | Qwen 2.5 Coder 14B | 69 |
Interactive version: theaggregate.ai/benchmark?slug=lilybench-zero-shot-compile-rate · How It Works · Data refreshed daily, snapshot 2026-09-29.