Imaging-101 - Function-Level: leaderboard
Metric: Function-level pass rate (%): share of the 57 expert-verified computational imaging tasks from six scientific domains whose every module passes its paired unit tests within 10 reflection rounds; higher is better. Source: arxiv.org. Saturation forecast: Around September 2028. 7 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 22.8 |
| 2 | Claude Opus 4.6 | 22.8 |
| 3 | GPT-5.4 | 21.1 |
| 4 | DeepSeek V3 | 15.8 |
| 5 | Qwen 3.6 Plus | 12.3 |
| 6 | Kimi K2.5 | 1.8 |
| 7 | GLM-5 | 1.8 |
Interactive version: theaggregate.ai/benchmark?slug=imaging-101-function-level · How It Works · Data refreshed daily, snapshot 2026-09-29.