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SotA/Computer Vision/Action Localization/HACS

Action Localization on HACS

Metric: Average-mAP (higher is better)

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#Model↕Average-mAP▼Extra DataPaperDate↕Code
1RDFA-S6 (InternVideo2-6B)45.8NoEnhancing Temporal Action Localization: Advanced...2024-07-18Code
2ActionMamba(InternVideo2-6B)44.56NoVideo Mamba Suite: State Space Model as a Versat...2024-03-14Code
3DyFADet(VideoMAEv2)44.3NoDyFADet: Dynamic Feature Aggregation for Tempora...2024-07-03Code
4InternVideo2-6B43.3NoInternVideo2: Scaling Foundation Models for Mult...2024-03-22Code
5TriDet (VideoMAEv2)43.1NoTemporal Action Localization with Enhanced Insta...2023-09-11Code
6InternVideo2-1B42.4NoInternVideo2: Scaling Foundation Models for Mult...2024-03-22Code
7InternVideo41.55NoInternVideo: General Video Foundation Models via...2022-12-06Code
8TriDet (SlowFast)38.6NoTriDet: Temporal Action Detection with Relative ...2023-03-13Code
9TriDet (I3D RGB)36.8NoTriDet: Temporal Action Detection with Relative ...2023-03-13Code
10TadTr (I3D RGB)32.09NoEnd-to-end Temporal Action Detection with Transf...2021-06-18Code
11LoFi+G-TAD (RGB, RN18)24.64No---
12SSN18.97NoHACS: Human Action Clips and Segments Dataset fo...2017-12-26Code