3D Object Detection on VoD (test)
41.12Car APVBS2M
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VBS2MBackbone=RCBEVDet, Transfer Direction=VoD -> TJ4DRadSet, Domain Setting=Source2026.06 | 41.12 | 39.35 | 71.26 | 50.58 | |
| OracleBackbone=RCBEVDet, Transfer Direction=TJ4DRadSet -> VoD, Domain Setting=Target2026.06 | 40.63 | 38.86 | 70.48 | 49.99 | |
| Source OnlyBackbone=RCBEVDet, Transfer Direction=VoD -> TJ4DRadSet, Domain Setting=Source2026.06 | 40.63 | 38.86 | 70.48 | 49.99 | |
| SPGBackbone=RCBEVDet, Transfer Direction=VoD -> TJ4DRadSet, Domain Setting=Source2026.06 | 40.28 | 38.47 | 69.72 | 49.49 | |
| CPerbBackbone=RCBEVDet, Transfer Direction=VoD -> TJ4DRadSet, Domain Setting=Source2026.06 | 40.05 | 38.21 | 69.34 | 49.2 | |
| VL2V-ADiPBackbone=RCBEVDet, Transfer Direction=VoD -> TJ4DRadSet, Domain Setting=Source2026.06 | 39.86 | 38.55 | 69.91 | 49.44 | |
| DG-GCDBackbone=RCBEVDet, Transfer Direction=VoD -> TJ4DRadSet, Domain Setting=Source2026.06 | 39.72 | 37.94 | 68.76 | 48.81 | |
| VBS2MBackbone=RCBEVDet, Transfer Direction=TJ4DRadSet -> VoD, Domain Setting=Target2026.06 | 30.14 | 31.53 | 49.72 | 37.13 | |
| VL2V-ADiPBackbone=RCBEVDet, Transfer Direction=TJ4DRadSet -> VoD, Domain Setting=Target2026.06 | 26.31 | 28.24 | 45.36 | 33.3 | |
| SPGBackbone=RCBEVDet, Transfer Direction=TJ4DRadSet -> VoD, Domain Setting=Target2026.06 | 25.77 | 27.81 | 44.72 | 32.77 | |
| CPerbBackbone=RCBEVDet, Transfer Direction=TJ4DRadSet -> VoD, Domain Setting=Target2026.06 | 25.38 | 27.42 | 44.38 | 32.39 | |
| DG-GCDBackbone=RCBEVDet, Transfer Direction=TJ4DRadSet -> VoD, Domain Setting=Target2026.06 | 25.02 | 27.16 | 44.05 | 32.08 | |
| Source OnlyBackbone=RCBEVDet, Transfer Direction=TJ4DRadSet -> VoD, Domain Setting=Target2026.06 | 24.56 | 26.84 | 43.27 | 31.56 |