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SotA/Robots/Activity Recognition/THUMOS’14

Activity Recognition on THUMOS’14

Metric: mAP@0.4 (higher is better)

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#Model↕mAP@0.4▼Extra DataPaperDate↕Code
1BMN47.4NoBMN: Boundary-Matching Network for Temporal Acti...2019-07-23Code
2MGG UNet46.8NoMulti-granularity Generator for Temporal Action ...2018-11-28-
3BSN45NoBSN: Boundary Sensitive Network for Temporal Act...2018-06-08Code
4Single-stream R-C3D + OHEM43.1NoTwo-Stream Region Convolutional 3D Network for T...2019-06-05-
5Two-stream R-C3D (Sum) + OHEM43NoTwo-Stream Region Convolutional 3D Network for T...2019-06-05-
6SSN41NoTemporal Action Detection with Structured Segmen...2017-04-20Code
7Single-stream R-C3D (two-way buffer)35.6NoR-C3D: Region Convolutional 3D Network for Tempo...2017-03-22Code
8TURN35.3NoTURN TAP: Temporal Unit Regression Network for T...2017-03-17Code
9Single-stream R-C3D (one-way buffer)33.4NoR-C3D: Region Convolutional 3D Network for Tempo...2017-03-22Code
10Dai et. al.33.3NoTemporal Context Network for Activity Localizati...2017-08-08-
11Shou et. al.28.7NoTemporal Action Localization in Untrimmed Videos...2016-01-09Code
12Yeung et. al.26.4NoEnd-to-end Learning of Action Detection from Fra...2015-11-22Code