SciHazard (Science-Specific Models): leaderboard
Metric: DeHarm-Score (0-5, lower is safer; the mean over 2,400 hazardous questions in 12 scientific disciplines of hazard level 1 to 5 x non-refusal x (executability + net-new risk, each 1 to 4)/8, executability from importance-weighted checklists and net-new risk from retrieval-checked claims, judged by Qwen3.5-35B-A3B; a refused answer scores 0; proprietary science-specific models and agents). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Intern-S1-Pro | 0.88 |
| 2 | S1-VL-32B | 1.48 |
| 3 | InternAgent | 2.02 |
Interactive version: theaggregate.ai/benchmark?slug=scihazard-science-specific-models · How It Works · Data refreshed daily, snapshot 2026-09-29.