DriveCombo - L2 Static Rule Integration: leaderboard
Metric: Accuracy (%) on DriveCombo Level 2 (two coexisting static rules, such as signs or speed limits) four-option multiple-choice questions on the 20% test split, rules from five countries' traffic codes; input is the question with four RGB frames of the simulated driving scene; zero-shot, greedy decoding; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 14 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5 Pro | 83.66 | #75 |
| 2 | Claude Sonnet 4.5 | 82.16 | #138 |
| 3 | GLM-4.5V | 78.49 | #339 |
| 4 | Gemini 2.5 Pro | 77.19 | #145 |
| 5 | GPT-5 Mini | 72.59 | #176 |
| 6 | Gemini 2.5 Flash | 72.07 | #237 |
| 7 | GPT-5 Nano | 69.76 | #415 |
| 8 | Gemma 3 27B | 67.39 | #596 |
| 9 | Gemma 3 12B | 58.69 | #666 |
| 10 | Llama 3.2 11B | 49.23 | #1183 |
| 11 | Gemma 3 4B | 47.8 | #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-l2-static-rule-integration · How It Works · Data refreshed daily, snapshot 2026-10-11.