Spatio-temporal Action Localization on AVA v2.1 (val)
28.4mAPJMRN + SlowFast-R101-NL
Evaluation Results
| Method | Links | |
|---|---|---|
| JMRN + SlowFast-R101-NLPretraining=None, Modality=Pose + RGB2020.10 | 28.4 | |
| SlowFast-R101-NLPretraining=Kinetics-600, Modality=RGB2020.10 | 28.06 | |
| I3D + FRCNNModality=RGB, Pre-training=JFT2018.07 | 22.8 | |
| I3D + FRCNNModality=RGB, Pre-training=Kinetics-4002018.07 | 21.9 | |
| I3DPretraining=Kinetics-600, Modality=RGB2020.10 | 21.9 | |
| ACRNPretraining=Kinetics-400, Modality=RGB + Flow2020.10 | 17.4 | |
| RGB + FlowModality=RGB + Flow, Pre-training=Kinetics-400, Feature Extractor=I3D2018.07 | 15.6 | |
| I3DPretraining=Kinetics-400, Modality=RGB + Flow2020.10 | 15.6 | |
| RGB onlyModality=RGB, Pre-training=ImageNet + Kinetics-400, Feature Extractor=I3D2018.07 | 14.5 | |
| I3DPretraining=Kinetics-400, Modality=RGB2020.10 | 14.5 | |
| JMRNPretraining=None, Modality=Pose2020.10 | 14.1 | |
| PoTionPretraining=None, Modality=Pose2020.10 | 13.1 | |
| ResNet-based modelBackbone=ResNet-101, Modality=Single-frame2018.07 | 11.3 |