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ResearchFormerly WizWand

Event Spotting on Tennis

96.9mAP (delta=1)E2E-Spot Best
43.65257.47671.385.124Jul 20, 2022
Updated 8mo ago

Evaluation results

MethodLinks
E2E-Spot BestBackbone=RegNet-Y 800MF, Input Modality=2-stream (RGB & Flow), Post-processing (NMS/CALF)=NMS2022.0796.998.1
E2E-Spot DefaultBackbone=RegNet-Y 200MF, Input Modality=RGB, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.0796.197.7
VC-Spot (RegNet-Y 200MF)Backbone=RegNet-Y 200MF, Input Modality=RGB2022.0792.496
(K + 1)-VC + ASFormerFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=CALF/dilation2022.0792.196.2
(K + 1)-VC + GRUFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.0791.596.2
(K + 1)-VC + MS-TCNFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=CALF/dilation2022.0791.195.1
TSP + MS-TCNFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.0790.995.1
TSP + ASFormerFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.0789.895.5
TSP + GRUFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=CALF/dilation2022.0789.596
MVIT-B + MS-TCNFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB, Post-processing (NMS/CALF)=NMS2022.076780.1
MVIT-B + GRUFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB, Post-processing (NMS/CALF)=NMS2022.0764.880.8
MVIT-B + ASFormerFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB, Post-processing (NMS/CALF)=CALF/dilation2022.0763.979.9
I3D + MS-TCNFeature Source=Kinetics-400 (Pre-trained), Post-processing (NMS/CALF)=CALF/dilation2022.0762.775.4
I3D (RGB & flow) + ASFormerFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB & flow, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.0758.176.5
I3D (RGB & flow) + GRUFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB & flow, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.0745.770.5