Event Spotting on Tennis
96.9mAP (delta=1)E2E-Spot Best
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| E2E-Spot BestBackbone=RegNet-Y 800MF, Input Modality=2-stream (RGB & Flow), Post-processing (NMS/CALF)=NMS2022.07 | 96.9 | 98.1 | |
| E2E-Spot DefaultBackbone=RegNet-Y 200MF, Input Modality=RGB, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.07 | 96.1 | 97.7 | |
| VC-Spot (RegNet-Y 200MF)Backbone=RegNet-Y 200MF, Input Modality=RGB2022.07 | 92.4 | 96 | |
| (K + 1)-VC + ASFormerFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=CALF/dilation2022.07 | 92.1 | 96.2 | |
| (K + 1)-VC + GRUFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.07 | 91.5 | 96.2 | |
| (K + 1)-VC + MS-TCNFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=CALF/dilation2022.07 | 91.1 | 95.1 | |
| TSP + MS-TCNFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.07 | 90.9 | 95.1 | |
| TSP + ASFormerFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.07 | 89.8 | 95.5 | |
| TSP + GRUFeature Source=Fine-tuned, Input Modality=RGB, Post-processing (NMS/CALF)=CALF/dilation2022.07 | 89.5 | 96 | |
| MVIT-B + MS-TCNFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB, Post-processing (NMS/CALF)=NMS2022.07 | 67 | 80.1 | |
| MVIT-B + GRUFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB, Post-processing (NMS/CALF)=NMS2022.07 | 64.8 | 80.8 | |
| MVIT-B + ASFormerFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB, Post-processing (NMS/CALF)=CALF/dilation2022.07 | 63.9 | 79.9 | |
| I3D + MS-TCNFeature Source=Kinetics-400 (Pre-trained), Post-processing (NMS/CALF)=CALF/dilation2022.07 | 62.7 | 75.4 | |
| I3D (RGB & flow) + ASFormerFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB & flow, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.07 | 58.1 | 76.5 | |
| I3D (RGB & flow) + GRUFeature Source=Kinetics-400 (Pre-trained), Input Modality=RGB & flow, Post-processing (NMS/CALF)=NMS & CALF/dilation2022.07 | 45.7 | 70.5 |