TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Computer Vision/Video/THUMOS’14

Video on THUMOS’14

Metric: mAP IOU@0.1 (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕mAP IOU@0.1▼Extra DataPaperDate↕Code
1TSP74.02NoTSP: Temporally-Sensitive Pretraining of Video E...2020-11-23Code
2GCM72.5NoGraph Convolutional Module for Temporal Action L...2021-12-01-
3AGT (Ours)72.1NoActivity Graph Transformer for Temporal Action L...2021-01-21-
4ASM-Loc71.2NoASM-Loc: Action-aware Segment Modeling for Weakl...2022-03-29Code
5CO2-Net70.1NoCross-modal Consensus Network for Weakly Supervi...2021-07-27Code
6P-GCN69.5NoGraph Convolutional Networks for Temporal Action...2019-09-07Code
7DeepMetricLearner62.3NoWeakly Supervised Temporal Action Localization U...2020-01-21Code
8A2CL-PT61.2NoAdversarial Background-Aware Loss for Weakly-sup...2020-07-13Code
9CBR-TS60.1NoCascaded Boundary Regression for Temporal Action...2017-05-02-
10TAL-Net59.8NoRethinking the Faster R-CNN Architecture for Tem...2018-04-20-
11R-C3D54.5NoR-C3D: Region Convolutional 3D Network for Tempo...2017-03-22Code
12TURN-FL-16 + S-CNN54NoTURN TAP: Temporal Unit Regression Network for T...2017-03-17Code
13Yeung et al.48.9NoEnd-to-end Learning of Action Detection from Fra...2015-11-22Code
14S-CNN47.7NoTemporal Action Localization in Untrimmed Videos...2016-01-09Code