VOLTBench - Structured Content Accuracy (100 Sections): leaderboard
Metric: Structured content accuracy (%): share of the 100 required chapters of the Code Function task that pass execution-based verification, averaged over the five sampled generations per instruction, English simple-difficulty instructions, Story (unstructured) and Code Function (structured) chapter-based tasks; higher is better. Source: arxiv.org. Saturation forecast: Estimated already saturated. 9 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Qwen 2.5 7B Instruct | 99.8 |
| 2 | Llama 3.1 8B Instruct | 92.4 |
| 3 | GPT-4o Mini | 84.6 |
| 4 | DeepSeek V3 | 48.6 |
| 5 | DeepSeek R1 | 35 |
| 6 | Qwen 2.5 1.5B Instruct | 15.6 |
| 7 | Claude 3.5 Sonnet | 3 |
Interactive version: theaggregate.ai/benchmark?slug=voltbench-structured-content-accuracy-100-sections · How It Works · Data refreshed daily, snapshot 2026-10-07.