Autonomous Driving Reasoning on DriveLM
81Accuracy
DriveMM
Updated 27d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.06 | 81 | 65.44 | - | 33.9 | 59.1 | - | - | - | - | 61 | 74 | 19 | |
2026.06 | 80 | 64.92 | - | 34 | 58.3 | - | - | - | - | 60 | 75 | 20 | |
2026.06 | 79 | 63.74 | - | 33.4 | 57.4 | - | - | - | - | 57 | 73 | 19 | |
2026.06 | 79 | 64.67 | - | 33.7 | 57.9 | - | - | - | - | 59 | 74 | 21 | |
2026.06 | 79 | 65.52 | - | 34.3 | 58.7 | - | - | - | - | 61 | 75 | 22 | |
2026.06 | 79 | 65.41 | - | 34 | 58.2 | - | - | - | - | 58 | 74 | 17 | |
2026.06 | 78 | 64.02 | - | 33.6 | 57.2 | - | - | - | - | 56 | 73 | 18 | |
2026.06 | 78 | 64.24 | - | 33.3 | 57.3 | - | - | - | - | 56 | 73 | 19 | |
2026.06 | 78 | 64.16 | - | 32.7 | 57 | - | - | - | - | 55 | 73 | 17 | |
2026.06 | 78 | 64.52 | - | 33.4 | 57.4 | - | - | - | - | 56 | 74 | 16 | |
2026.02 | 77.5 | 64.76 | 56.69 | 49.77 | 61.26 | - | - | - | - | - | - | - | |
2026.06 | 77 | 63.95 | - | 32.8 | 56.6 | - | - | - | - | 54 | 72 | 15 | |
2026.06 | 76 | 64.76 | - | 32.9 | 56.8 | - | - | - | - | 54 | 73 | 15 | |
2026.06 | 75 | 63.38 | - | 32.9 | 55.9 | - | - | - | - | 52 | 72 | 15 | |
2026.02 | 73.39 | 65.25 | 48.56 | 47.65 | 60.02 | - | - | - | - | - | - | - | |
2026.02 | 71.77 | 63.42 | 52.77 | 39.19 | 57.12 | - | - | - | - | - | - | - | |
2026.02 | 70 | 65 | - | 37 | 56 | - | - | - | - | - | - | - | |
2026.06 | 69 | 64.2 | - | 32 | 54.7 | - | - | - | - | 51 | 71 | 12 | |
2026.06 | 68 | 63.52 | - | 32.3 | 54.1 | - | - | - | - | 49 | 71 | 8 | |
2026.02 | 64.35 | 65.3 | 44.9 | 34.54 | 54.59 | - | - | - | - | - | - | - | |
2026.02 | 59.6 | 58.44 | 46.38 | 35.73 | 51.5 | - | - | - | - | - | - | - | |
2026.02 | 52.94 | 51.11 | 7.12 | 35.05 | 39.47 | - | - | - | - | - | - | - | |
2026.02 | 52.3 | 55.35 | 45.13 | 35.73 | 47.2 | - | - | - | - | - | - | - | |
2026.02 | 38.55 | 67.27 | 8.97 | 24 | 41.21 | - | - | - | - | - | - | - | |
2026.02 | 25.03 | 65.7 | 14.44 | 40.93 | 42.36 | - | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 29.76 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 29.74 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 24.57 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 25.39 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 29.7 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 41.21 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 39.92 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 26.99 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 57 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 37.05 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 61.3 | - | - | - | - | - | - | |
2025.11 | - | - | - | - | - | 57.85 | - | - | - | - | - | - | |
2026.05 | - | - | - | - | - | - | 58.39 | 32.47 | - | - | - | - | |
2026.05 | - | - | - | - | - | - | 58.78 | 32.67 | - | - | - | - | |
2026.05 | - | - | - | - | - | - | 58.6 | 32.87 | - | - | - | - | |
2026.05 | - | - | - | - | - | - | 60.08 | 35.95 | - | - | - | - | |
2026.05 | - | - | - | - | - | - | 61.36 | 37.51 | - | - | - | - | |
2026.06 | - | - | - | - | - | - | - | - | 59.1 | - | - | - | |
2026.06 | - | - | - | - | - | - | - | - | 55.4 | - | - | - | |
2026.06 | - | - | - | - | - | - | - | - | 55.9 | - | - | - | |
2026.06 | - | - | - | - | - | - | - | - | 57.4 | - | - | - | |
2026.06 | - | - | - | - | - | - | - | - | 58.2 | - | - | - |