3D Object Detection on DAIR-V2X 14 (test)
80.7AP@0.50Where2comm
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Where2commExpectation of interval (ms)=02023.09 | 80.7 | 66.2 | |
| Where2comm+SyncNetExpectation of interval (ms)=02023.09 | 80.7 | 66.2 | |
| CoBEVFlowExpectation of interval (ms)=02023.09 | 80.7 | 66.2 | |
| Diff-KDCorruption=Clean2026.04 | 78.27 | 63.92 | |
| Diff-KDCorruption=Echo2026.04 | 77.11 | 62.9 | |
| CoBEVFlowExpectation of interval (ms)=1002023.09 | 76.5 | 62.1 | |
| DSRCCorruption=Clean2026.04 | 75.21 | 61.62 | |
| CoBEVFlowExpectation of interval (ms)=2002023.09 | 74.9 | 60.1 | |
| DSRCCorruption=Echo2026.04 | 74.01 | 60.6 | |
| FcooperCorruption=Clean2026.04 | 73.97 | 56.14 | |
| Where2commExpectation of interval (ms)=1002023.09 | 73.9 | 60.3 | |
| CoBEVFlowExpectation of interval (ms)=3002023.09 | 73.8 | 59.9 | |
| FcooperCorruption=Echo2026.04 | 72.91 | 55.41 | |
| CoBEVFlowExpectation of interval (ms)=4002023.09 | 72.8 | 59.2 | |
| CoBEVFlowExpectation of interval (ms)=5002023.09 | 72.6 | 58.8 | |
| V2X-ViTExpectation of interval (ms)=02023.09 | 72.5 | 55.6 | |
| Where2comm+SyncNetExpectation of interval (ms)=1002023.09 | 71.9 | 60.2 | |
| Diff-KDCorruption=Cross Talk2026.04 | 71.7 | 53.75 | |
| V2X-ViTExpectation of interval (ms)=1002023.09 | 71.4 | 55.3 | |
| V2X-ViTCorruption=Clean2026.04 | 71.28 | 54.04 | |
| Late FusionExpectation of interval (ms)=02023.09 | 70.9 | 53.8 | |
| Where2comm+SyncNetExpectation of interval (ms)=2002023.09 | 70.6 | 58.8 | |
| Diff-KDCorruption=Water2026.04 | 70.48 | 54.51 | |
| V2X-ViTExpectation of interval (ms)=2002023.09 | 70.4 | 55 | |
| Where2commExpectation of interval (ms)=2002023.09 | 70.3 | 58.7 | |
| Diff-KDCorruption=Motion Blur2026.04 | 70.21 | 49.02 | |
| Where2commExpectation of interval (ms)=3002023.09 | 69.8 | 57.7 | |
| Where2comm+SyncNetExpectation of interval (ms)=3002023.09 | 69.5 | 58.7 | |
| V2X-ViTExpectation of interval (ms)=3002023.09 | 69.3 | 54.5 | |
| DSRCCorruption=Water2026.04 | 69.21 | 53.58 | |
| V2X-ViTCorruption=Echo2026.04 | 69.19 | 51.9 | |
| Where2comm+SyncNetExpectation of interval (ms)=4002023.09 | 68.7 | 58.4 | |
| Where2commExpectation of interval (ms)=4002023.09 | 68.6 | 56.9 | |
| V2X-ViTExpectation of interval (ms)=4002023.09 | 68.1 | 54.1 | |
| V2X-ViTExpectation of interval (ms)=5002023.09 | 68.1 | 54.1 | |
| Where2comm+SyncNetExpectation of interval (ms)=5002023.09 | 67.9 | 58 | |
| Where2commExpectation of interval (ms)=5002023.09 | 67.6 | 56.6 | |
| ERMVPCorruption=Clean2026.04 | 67.59 | 55.65 | |
| Where2CommCorruption=Clean2026.04 | 67.41 | 53.15 | |
| Single2023.09 | 67.4 | 58.7 | |
| FcooperCorruption=Water2026.04 | 67.29 | 49.18 | |
| ERMVPCorruption=Echo2026.04 | 66.78 | 54.61 | |
| Where2CommCorruption=Echo2026.04 | 66.6 | 51.48 | |
| Late FusionExpectation of interval (ms)=1002023.09 | 66.4 | 47.9 | |
| FcooperCorruption=Cross Talk2026.04 | 66.36 | 45.71 | |
| No CollaborationCorruption=Clean2026.04 | 66.13 | 51.8 | |
| Late FusionCorruption=Clean2026.04 | 65.25 | 55.79 | |
| V2X-ViTCorruption=Cross Talk2026.04 | 65.24 | 45.15 | |
| DSRCCorruption=Cross Talk2026.04 | 64.89 | 50.17 | |
| DiscoNetExpectation of interval (ms)=02023.09 | 64.5 | 55.3 | |
| DSRCCorruption=Motion Blur2026.04 | 64.5 | 44.55 | |
| V2X-ViTCorruption=Water2026.04 | 64.28 | 46.48 | |
| No CollaborationCorruption=Echo2026.04 | 63.29 | 50.66 | |
| DiscoNetExpectation of interval (ms)=1002023.09 | 63 | 53.7 | |
| V2VNetExpectation of interval (ms)=02023.09 | 62.6 | 55.6 | |
| V2VNetExpectation of interval (ms)=1002023.09 | 62.3 | 55.5 | |
| V2VNetExpectation of interval (ms)=2002023.09 | 62.2 | 55.4 | |
| V2X-ViTCorruption=Motion Blur2026.04 | 62.14 | 39.32 | |
| ERMVPCorruption=Water2026.04 | 62.12 | 49.22 | |
| Where2CommCorruption=Water2026.04 | 62.1 | 46.29 | |
| DiscoNetExpectation of interval (ms)=2002023.09 | 62 | 53 | |
| V2VNetExpectation of interval (ms)=3002023.09 | 61.7 | 55.2 | |
| Late FusionExpectation of interval (ms)=2002023.09 | 61.6 | 46.7 | |
| Where2CommCorruption=Cross Talk2026.04 | 61.35 | 44.61 | |
| V2VNetExpectation of interval (ms)=4002023.09 | 61.2 | 54.8 | |
| Late FusionCorruption=Echo2026.04 | 61.11 | 43.87 | |
| V2VNetExpectation of interval (ms)=5002023.09 | 60.8 | 54.8 | |
| FcooperCorruption=Motion Blur2026.04 | 60.66 | 35.2 | |
| DiscoNetExpectation of interval (ms)=3002023.09 | 60.6 | 52.3 | |
| Late FusionExpectation of interval (ms)=3002023.09 | 60 | 46.4 | |
| No CollaborationCorruption=Water2026.04 | 59.98 | 49.79 | |
| No CollaborationCorruption=Cross Talk2026.04 | 59.82 | 41.64 | |
| DiscoNetExpectation of interval (ms)=4002023.09 | 59.7 | 51.9 | |
| Late FusionExpectation of interval (ms)=4002023.09 | 59.5 | 46.6 | |
| Late FusionExpectation of interval (ms)=5002023.09 | 59.3 | 46.5 | |
| ERMVPCorruption=Cross Talk2026.04 | 59.29 | 45.96 | |
| Late FusionCorruption=Cross Talk2026.04 | 59.22 | 48.72 | |
| DiscoNetExpectation of interval (ms)=5002023.09 | 59 | 51.8 | |
| No CollaborationCorruption=Motion Blur2026.04 | 58.83 | 37.13 | |
| Late FusionCorruption=Water2026.04 | 57.88 | 40.89 | |
| ERMVPCorruption=Motion Blur2026.04 | 55.81 | 39.6 | |
| Where2CommCorruption=Motion Blur2026.04 | 55.62 | 36.77 | |
| Late FusionCorruption=Motion Blur2026.04 | 53.66 | 38.52 | |
| Diff-KDCorruption=Fog2026.04 | 48.53 | 38.28 | |
| Diff-KDCorruption=Beam Missing2026.04 | 48.15 | 33.05 | |
| DSRCCorruption=Fog2026.04 | 46.72 | 37.3 | |
| V2X-ViTCorruption=Fog2026.04 | 44.11 | 33.29 | |
| FcooperCorruption=Fog2026.04 | 43.52 | 32.18 | |
| DSRCCorruption=Beam Missing2026.04 | 43.5 | 32.73 | |
| Diff-KDCorruption=Cross Sensor2026.04 | 43 | 31.96 | |
| DSRCCorruption=Cross Sensor2026.04 | 42.13 | 30.84 | |
| Where2CommCorruption=Fog2026.04 | 42 | 33.4 | |
| ERMVPCorruption=Fog2026.04 | 41.82 | 34.31 | |
| Late FusionCorruption=Fog2026.04 | 41.49 | 35.74 | |
| No CollaborationCorruption=Fog2026.04 | 40.79 | 30.57 | |
| FcooperCorruption=Beam Missing2026.04 | 40.29 | 28.8 | |
| FcooperCorruption=Cross Sensor2026.04 | 38 | 27.69 | |
| V2X-ViTCorruption=Beam Missing2026.04 | 37.79 | 26.56 | |
| V2X-ViTCorruption=Cross Sensor2026.04 | 36.65 | 26.26 | |
| Where2CommCorruption=Beam Missing2026.04 | 35.95 | 28.03 |