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SotA/Time Series/Action Recognition/THUMOS’14

Action Recognition on THUMOS’14

Metric: mAP@0.5 (higher is better)

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#Model↕mAP@0.5▼Extra DataPaperDate↕Code
1BMN38.8NoBMN: Boundary-Matching Network for Temporal Acti...2019-07-23Code
2MGG UNet37.4NoMulti-granularity Generator for Temporal Action ...2018-11-28-
3BSN36.9NoBSN: Boundary Sensitive Network for Temporal Act...2018-06-08Code
4Two-stream R-C3D (Sum) + OHEM36.1NoTwo-Stream Region Convolutional 3D Network for T...2019-06-05-
5Single-stream R-C3D + OHEM35.8NoTwo-Stream Region Convolutional 3D Network for T...2019-06-05-
6SSN29.8NoTemporal Action Detection with Structured Segmen...2017-04-20Code
7Single-stream R-C3D (two-way buffer)28.9NoR-C3D: Region Convolutional 3D Network for Tempo...2017-03-22Code
8Single-stream R-C3D (one-way buffer)27NoR-C3D: Region Convolutional 3D Network for Tempo...2017-03-22Code
9Dai et. al.25.6NoTemporal Context Network for Activity Localizati...2017-08-08-
10TURN24.5NoTURN TAP: Temporal Unit Regression Network for T...2017-03-17Code
11Shou et. al.19NoTemporal Action Localization in Untrimmed Videos...2016-01-09Code
12Yeung et. al.17.1NoEnd-to-end Learning of Action Detection from Fra...2015-11-22Code