Swiss-Bench SBP-002 - Regulatory Q&A: leaderboard
Metric: Correct rate (%) on the 104 regulatory question-answering items of Swiss-Bench SBP-002 (expert-written Swiss regulatory and legal questions in German, French and Italian), answered from parametric knowledge (no retrieval or system prompt, temperature 0, 4,096 output tokens); an item counts as correct when the majority grade of a three-judge panel (GPT-4o, Claude Sonnet 4, Qwen3-235B) scoring legal accuracy, citation accuracy and completeness against the reference answer is C (weighted score at least 0.8); higher is better. Source: arxiv.org. Saturation forecast: Around April 2028. 10 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 2.5 Flash | 13.5 | #237 |
| 2 | Qwen 3.5 Plus (2026-02-15) | 13.5 | #114 |
| 3 | Claude Sonnet 4 | 9.6 | #194 |
| 4 | GLM-5 | 9.6 | #137 |
| 5 | MiniMax-M2.5 | 8.7 | #295 |
| 6 | GPT-4o | 4.8 | #333 |
| 7 | MiMo-V2-Flash | 4.8 | #359 |
| 8 | GPT-OSS-120B | 2.9 | #330 |
| 9 | Mistral Large 2 (Nov) Instruct (2411) | 2.9 | #458 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=swiss-bench-sbp-002-regulatory-q-a · How It Works · Data refreshed daily, snapshot 2026-10-11.