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ResearchFormerly WizWand

Multiple Object Tracking on Radiate good weather (train)

47.79MOTASIRA-34
-1.77629611.09187723.9600536.828223Apr 3, 2022Sep 7, 2022Feb 12, 2023Jul 20, 2023Dec 24, 2023May 30, 2024Nov 4, 2024
Updated 8mo ago

Evaluation results

MethodLinks
SIRA-34Architecture=SIRA-34, Number of frames=4, Tracker=OC-SORT2024.1147.79—52348834231451.13
SIRA-34Architecture=SIRA-34, Number of frames=4, Tracker=CenterTrack*2024.1147.3—1,24956635430050.16
ETR-34Architecture=ETR-34, Number of frames=4, Tracker=OC-SORT2024.1147.11—54048134331350.04
ETR-34Architecture=ETR-34, Number of frames=4, Tracker=CenterTrack2024.1146.06—1,83261334530550.81
SeTR-34Architecture=SeTR-34, Number of frames=4, Tracker=CenterTrack2024.1144.57—87560234829948.72
TR-34Architecture=TR-34, Number of frames=4, Tracker=OC-SORT2024.1144.01—35449719433344.27
TR-34Architecture=TR-34, Number of frames=4, Tracker=CenterTrack2024.1143.64—50353819732644.17
TR-18Architecture=TR-18, Number of frames=4, Tracker=CenterTrack2024.1142.77—51952024433644.91
SeTR-18Architecture=SeTR-18, Number of frames=4, Tracker=CenterTrack2024.1142.11—65856126131750.33
TR-34Architecture=TR-34, Number of frames=2, Tracker=OC-SORT2024.1140.74—15129112417245.01
SeTR-34Architecture=SeTR-34, Number of frames=4, Tracker=OC-SORT2024.1140.16—77568937030528.2
TR-34Architecture=TR-34, Number of frames=2, Tracker=CenterTrack2024.1137.85—45751110824639.9
TR-18Architecture=TR-18, Number of frames=2, Tracker=CenterTrack2024.1133.59—873920269254—
ResNet-34Architecture=ResNet-34, Number of frames=1, Tracker=CenterTrack2024.1114.55——————
ResNet-18Architecture=ResNet-18, Number of frames=1, Tracker=CenterTrack2024.1113.01——————
TRL-based framework (Ours)Backbone=ResNet-34, temporal relational layer (TRL)=true2022.040.37910.7188474527219332—
TRL-based framework (Ours)Backbone=ResNet-34, temporal relational layer (TRL)=false2022.040.35690.708557640179362—
TRL-based framework (Ours)Backbone=ResNet-18, temporal relational layer (TRL)=true2022.040.33590.7349349498145330—
TRL-based framework (Ours)Backbone=ResNet-18, temporal relational layer (TRL)=false2022.040.32930.7135513593151324—
CenterTrackBackbone=ResNet-342022.040.14550.7005802831282279—
CenterTrackBackbone=ResNet-182022.040.13010.7026873920269254—