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SotA/Computer Vision/Action Localization/FineAction

Action Localization on FineAction

Metric: mAP (higher is better)

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#Model↕mAP▼Extra DataPaperDate↕Code
1RDFA-S6 (InternVideo2-6B)29.6NoEnhancing Temporal Action Localization: Advanced...2024-07-18Code
2ActionMamba(InternVideo2-6B)29.04NoVideo Mamba Suite: State Space Model as a Versat...2024-03-14Code
3InternVideo2-6B27.7NoInternVideo2: Scaling Foundation Models for Mult...2024-03-22Code
4DyFADet (VideoMAE v2-g)23.8NoDyFADet: Dynamic Feature Aggregation for Tempora...2024-07-03Code
5VideoMAE V2-g18.24YesVideoMAE V2: Scaling Video Masked Autoencoders w...2023-03-29Code
6InternVideo17.57NoInternVideo: General Video Foundation Models via...2022-12-06Code
7BMN (i3d feaure)9.25NoBMN: Boundary-Matching Network for Temporal Acti...2019-07-23Code
8G-TAD (i3d feature)9.06NoG-TAD: Sub-Graph Localization for Temporal Actio...2019-11-26Code
9DBG (i3d feature)6.75NoFast Learning of Temporal Action Proposal via De...2019-11-11Code
10HAAN4.1NoWeakly-Supervised Temporal Action Detection for ...2022-07-24Code
11W-TALC3.45NoW-TALC: Weakly-supervised Temporal Activity Loca...2018-07-27Code
12D2-Net3.35NoD2-Net: Weakly-Supervised Action Localization vi...2020-12-11Code
13ASL3.3NoWeakly Supervised Action Selection Learning in V...2021-05-06Code