Action Detection On Multi Thumos
评估指标
mAP
评测结果
各个模型在此基准测试上的表现结果
模型名称 | mAP | Paper Title | Repository |
|---|---|---|---|
| MLAD | 51.5 | Modeling Multi-Label Action Dependencies for Temporal Action Localization | |
| PDAN | 47.6 | PDAN: Pyramid Dilated Attention Network for Action Detection | - |
| CTRN | 51.2 | CTRN: Class-Temporal Relational Network for Action Detection | - |
| MS-TCT (RGB only) | 43.1 | MS-TCT: Multi-Scale Temporal ConvTransformer for Action Detection | |
| Two-stream | 27.6 | Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos | |
| Two-stream + LSTM | 28.1 | Every Moment Counts: Dense Detailed Labeling of Actions in Complex Videos | |
| TGM | 46.4 | Temporal Gaussian Mixture Layer for Videos | |
| I3D + our super-event | 36.4 | Learning Latent Super-Events to Detect Multiple Activities in Videos |
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