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3D Object Detection on DAIR-V2X 14 (test)

80.7AP@0.50Where2comm
34.1646.242558.32570.4075Sep 29, 2023Feb 28, 2024Jul 30, 2024Dec 30, 2024May 31, 2025Oct 31, 2025Apr 2, 2026

Evaluation results

MethodLinks
Where2commExpectation of interval (ms)=02023.0980.766.2
Where2comm+SyncNetExpectation of interval (ms)=02023.0980.766.2
CoBEVFlowExpectation of interval (ms)=02023.0980.766.2
Diff-KDCorruption=Clean2026.0478.2763.92
Diff-KDCorruption=Echo2026.0477.1162.9
CoBEVFlowExpectation of interval (ms)=1002023.0976.562.1
DSRCCorruption=Clean2026.0475.2161.62
CoBEVFlowExpectation of interval (ms)=2002023.0974.960.1
DSRCCorruption=Echo2026.0474.0160.6
FcooperCorruption=Clean2026.0473.9756.14
Where2commExpectation of interval (ms)=1002023.0973.960.3
CoBEVFlowExpectation of interval (ms)=3002023.0973.859.9
FcooperCorruption=Echo2026.0472.9155.41
CoBEVFlowExpectation of interval (ms)=4002023.0972.859.2
CoBEVFlowExpectation of interval (ms)=5002023.0972.658.8
V2X-ViTExpectation of interval (ms)=02023.0972.555.6
Where2comm+SyncNetExpectation of interval (ms)=1002023.0971.960.2
Diff-KDCorruption=Cross Talk2026.0471.753.75
V2X-ViTExpectation of interval (ms)=1002023.0971.455.3
V2X-ViTCorruption=Clean2026.0471.2854.04
Late FusionExpectation of interval (ms)=02023.0970.953.8
Where2comm+SyncNetExpectation of interval (ms)=2002023.0970.658.8
Diff-KDCorruption=Water2026.0470.4854.51
V2X-ViTExpectation of interval (ms)=2002023.0970.455
Where2commExpectation of interval (ms)=2002023.0970.358.7
Diff-KDCorruption=Motion Blur2026.0470.2149.02
Where2commExpectation of interval (ms)=3002023.0969.857.7
Where2comm+SyncNetExpectation of interval (ms)=3002023.0969.558.7
V2X-ViTExpectation of interval (ms)=3002023.0969.354.5
DSRCCorruption=Water2026.0469.2153.58
V2X-ViTCorruption=Echo2026.0469.1951.9
Where2comm+SyncNetExpectation of interval (ms)=4002023.0968.758.4
Where2commExpectation of interval (ms)=4002023.0968.656.9
V2X-ViTExpectation of interval (ms)=4002023.0968.154.1
V2X-ViTExpectation of interval (ms)=5002023.0968.154.1
Where2comm+SyncNetExpectation of interval (ms)=5002023.0967.958
Where2commExpectation of interval (ms)=5002023.0967.656.6
ERMVPCorruption=Clean2026.0467.5955.65
Where2CommCorruption=Clean2026.0467.4153.15
Single2023.0967.458.7
FcooperCorruption=Water2026.0467.2949.18
ERMVPCorruption=Echo2026.0466.7854.61
Where2CommCorruption=Echo2026.0466.651.48
Late FusionExpectation of interval (ms)=1002023.0966.447.9
FcooperCorruption=Cross Talk2026.0466.3645.71
No CollaborationCorruption=Clean2026.0466.1351.8
Late FusionCorruption=Clean2026.0465.2555.79
V2X-ViTCorruption=Cross Talk2026.0465.2445.15
DSRCCorruption=Cross Talk2026.0464.8950.17
DiscoNetExpectation of interval (ms)=02023.0964.555.3
DSRCCorruption=Motion Blur2026.0464.544.55
V2X-ViTCorruption=Water2026.0464.2846.48
No CollaborationCorruption=Echo2026.0463.2950.66
DiscoNetExpectation of interval (ms)=1002023.096353.7
V2VNetExpectation of interval (ms)=02023.0962.655.6
V2VNetExpectation of interval (ms)=1002023.0962.355.5
V2VNetExpectation of interval (ms)=2002023.0962.255.4
V2X-ViTCorruption=Motion Blur2026.0462.1439.32
ERMVPCorruption=Water2026.0462.1249.22
Where2CommCorruption=Water2026.0462.146.29
DiscoNetExpectation of interval (ms)=2002023.096253
V2VNetExpectation of interval (ms)=3002023.0961.755.2
Late FusionExpectation of interval (ms)=2002023.0961.646.7
Where2CommCorruption=Cross Talk2026.0461.3544.61
V2VNetExpectation of interval (ms)=4002023.0961.254.8
Late FusionCorruption=Echo2026.0461.1143.87
V2VNetExpectation of interval (ms)=5002023.0960.854.8
FcooperCorruption=Motion Blur2026.0460.6635.2
DiscoNetExpectation of interval (ms)=3002023.0960.652.3
Late FusionExpectation of interval (ms)=3002023.096046.4
No CollaborationCorruption=Water2026.0459.9849.79
No CollaborationCorruption=Cross Talk2026.0459.8241.64
DiscoNetExpectation of interval (ms)=4002023.0959.751.9
Late FusionExpectation of interval (ms)=4002023.0959.546.6
Late FusionExpectation of interval (ms)=5002023.0959.346.5
ERMVPCorruption=Cross Talk2026.0459.2945.96
Late FusionCorruption=Cross Talk2026.0459.2248.72
DiscoNetExpectation of interval (ms)=5002023.095951.8
No CollaborationCorruption=Motion Blur2026.0458.8337.13
Late FusionCorruption=Water2026.0457.8840.89
ERMVPCorruption=Motion Blur2026.0455.8139.6
Where2CommCorruption=Motion Blur2026.0455.6236.77
Late FusionCorruption=Motion Blur2026.0453.6638.52
Diff-KDCorruption=Fog2026.0448.5338.28
Diff-KDCorruption=Beam Missing2026.0448.1533.05
DSRCCorruption=Fog2026.0446.7237.3
V2X-ViTCorruption=Fog2026.0444.1133.29
FcooperCorruption=Fog2026.0443.5232.18
DSRCCorruption=Beam Missing2026.0443.532.73
Diff-KDCorruption=Cross Sensor2026.044331.96
DSRCCorruption=Cross Sensor2026.0442.1330.84
Where2CommCorruption=Fog2026.044233.4
ERMVPCorruption=Fog2026.0441.8234.31
Late FusionCorruption=Fog2026.0441.4935.74
No CollaborationCorruption=Fog2026.0440.7930.57
FcooperCorruption=Beam Missing2026.0440.2928.8
FcooperCorruption=Cross Sensor2026.043827.69
V2X-ViTCorruption=Beam Missing2026.0437.7926.56
V2X-ViTCorruption=Cross Sensor2026.0436.6526.26
Where2CommCorruption=Beam Missing2026.0435.9528.03