AgentDrive - Scenario: leaderboard
Metric: Accuracy (%). Source: arxiv.org. 51 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemma 3 27B (IT) | 97.5 |
| 2 | GPT-4.1 Mini | 97.5 |
| 3 | Llama 3.1 70B Instruct | 97.5 |
| 4 | Grok 3 Mini | 97.5 |
| 5 | ERNIE 4.5 300B A47B | 97.5 |
| 6 | Qwen 3 235B A22B 2507 | 97.5 |
| 7 | Llama 3.3 70B Instruct | 95 |
| 8 | GPT-4.1 | 95 |
| 9 | Claude Sonnet 4.5 | 95 |
| 10 | Gemini 2.5 Flash | 95 |
| 11 | Llama 4 Maverick | 95 |
| 12 | DeepSeek V3 (0324) | 95 |
| 13 | GPT-4o (2024-11-20) | 95 |
| 14 | Mistral Medium 3.1 | 95 |
| 15 | Kimi K2 0905 | 95 |
Interactive version: theaggregate.ai/benchmark?slug=agentdrive-scenario · How It Works · Data refreshed daily, snapshot 2026-09-19.