📊 Showing 6 results | 📏 Metric: Avg mAP (0.1-0.5)
Rank | Model | Paper | Avg mAP (0.1-0.5) | Date | Code |
---|---|---|---|---|---|
1 | AdaTAD (verb, VideoMAE-L) | End-to-End Temporal Action Detection with 1B Parameters Across 1000 Frames | 33.10 | 2023-11-28 | 📦 sming256/OpenTAD 📦 sming256/AdaTAD |
2 | TriDet (verb) | TriDet: Temporal Action Detection with Relative Boundary Modeling | 28.60 | 2023-03-13 | 📦 dingfengshi/tridet |
3 | TemporalMaxer (verb) | TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action Localization | 27.80 | 2023-03-16 | 📦 tuantng/temporalmaxer |
4 | ActionFormer (verb) | ActionFormer: Localizing Moments of Actions with Transformers | 26.60 | 2022-02-16 | 📦 happyharrycn/actionformer_release |
5 | G-TAD (verb) | G-TAD: Sub-Graph Localization for Temporal Action Detection | 12.10 | 2019-11-26 | 📦 Frostinassiky/gtad 📦 coolbay/VSGN 📦 sauradip/fewshotQAT |
6 | BMN (verb) | BMN: Boundary-Matching Network for Temporal Action Proposal Generation | 10.80 | 2019-07-23 | 📦 PaddlePaddle/models 📦 PaddlePaddle/models 📦 open-mmlab/mmaction2 |