DriveCombo-Text - L5 Rule Conflicts: leaderboard
Metric: Accuracy (%) on DriveCombo Level 5 (two conflicting rules resolved by the legal priority order) four-option multiple-choice questions on the 20% test split, rules from five countries' traffic codes; text-only variant in which the frames are replaced by a textual scene description; zero-shot, greedy decoding; higher is better. Source: arxiv.org. Saturation forecast: Around 2031. 14 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5 Pro | 47.42 | #75 |
| 2 | Claude Sonnet 4.5 | 46.82 | #138 |
| 3 | Gemini 2.5 Pro | 46.6 | #145 |
| 4 | GLM-4.5V | 45.49 | #339 |
| 5 | Gemini 2.5 Flash | 42.77 | #237 |
| 6 | GPT-5 Mini | 41.47 | #176 |
| 7 | Gemma 3 27B | 41.15 | #596 |
| 8 | GPT-5 Nano | 36.33 | #415 |
| 9 | Gemma 3 12B | 33.08 | #666 |
| 10 | Llama 3.2 11B | 30.22 | #1183 |
| 11 | Gemma 3 4B | 29.82 | #1084 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 Claude Fable 5.1.
Interactive version: theaggregate.ai/benchmark?slug=drivecombo-text-l5-rule-conflicts · How It Works · Data refreshed daily, snapshot 2026-10-11.