Driver Action Recognition on Drive&Act (3-split average)
83.94Top-1 AccuracyMoME
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MoMEModality=R+I+D2026.04 | 83.94 | 73.82 | |
| CM2-NetModality=R+I+D2026.04 | 83.92 | 72.1 | |
| CM2-NetModality=RGB2026.04 | 83.51 | 69.76 | |
| MultifuserModality=R+I+D2026.04 | 82.39 | 70.67 | |
| CM2-NetModality=IR2026.04 | 80.46 | 64.97 | |
| CM2-NetModality=Depth2026.04 | 77.15 | 63.91 | |
| MDBUModality=Best22026.04 | 76.91 | 62.02 | |
| UniformerV2Modality=RGB2026.04 | 76.71 | 61.79 | |
| MultifuserModality=RGB2026.04 | 76.71 | 61.79 | |
| TransDARCModality=RGB2026.04 | 76.17 | 60.1 | |
| MultifuserModality=IR2026.04 | 72.56 | 59.64 | |
| DFSModality=R+I2026.04 | 72.32 | 62.87 | |
| LF-TSMModality=I+D2026.04 | 70.31 | 61.11 | |
| MultifuserModality=Depth2026.04 | 69.21 | 56.35 | |
| TSMModality=RGB2026.04 | 68.23 | 62.72 | |
| TSMModality=IR2026.04 | 67.75 | 59.81 | |
| CTA-NETModality=RGB2026.04 | 65.25 | — | |
| I3DModality=IR2026.04 | 64.98 | — | |
| TSMModality=Depth2026.04 | 63.76 | 58.28 | |
| I3DModality=NIR2026.04 | 60.8 | — | |
| I3DModality=Depth2026.04 | 60.52 | — | |
| LF-ResNetModality=I+D2026.04 | 56.43 | 51.08 | |
| PoseModality=3DS2026.04 | 55.17 | — | |
| P3DModality=NIR2026.04 | 45.32 | — | |
| C3DModality=NIR2026.04 | 43.41 | — |