Autonomous Driving Multimodal Reasoning on LingoQA
76.8ScoreCosmos 3 Super
Evaluation Results
| Method | Links | |
|---|---|---|
| Cosmos 3 SuperModel Size=32B2026.06 | 76.8 | |
| Cosmos-Reason2 8BModel Size=8B2026.06 | 71.6 | |
| Cosmos 3 NanoModel Size=8B2026.06 | 71.4 | |
| Gemini 3.1 ProAccess=Closed Model2026.06 | 71.2 | |
| MiMo-Embodied 7BModel Size=7B2026.06 | 70.4 | |
| Cosmos-Reason2 32BModel Size=32B2026.06 | 70 | |
| Qwen3-VL 8BModel Size=8B2026.06 | 68.4 | |
| Qwen3-VL 32BModel Size=32B2026.06 | 66.4 | |
| RynnBrain 8BModel Size=8B2026.06 | 60.4 | |
| Qwen3-VL 2BModel Size=2B2026.06 | 59.2 | |
| Cosmos 3 EdgeModel Size=2B2026.06 | 58.4 | |
| Cosmos-Reason2 2BModel Size=2B2026.06 | 58.2 | |
| Gemma-4 31BModel Size=31B2026.06 | 57.2 | |
| RynnBrain 2BModel Size=2B2026.06 | 50.2 | |
| Gemma-4 E4BModel Size=E4B2026.06 | 24.2 | |
| Gemma-4 E2BModel Size=E2B2026.06 | 19 |