Video on THUMOS’14

Metric: mAP IOU@0.2 (higher is better)

LeaderboardDataset

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Results

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#	Model↕	mAP IOU@0.2▼	Extra Data	Paper	Date↕	Code
1	TSP	72.29	No	TSP: Temporally-Sensitive Pretraining of Video E...	2020-11-23	Code
2	GCM	70.9	No	Graph Convolutional Module for Temporal Action L...	2021-12-01	-
3	AGT (Ours)	69.8	No	Activity Graph Transformer for Temporal Action L...	2021-01-21	-
4	P-GCN	67.8	No	Graph Convolutional Networks for Temporal Action...	2019-09-07	Code
5	ASM-Loc	65.5	No	ASM-Loc: Action-aware Segment Modeling for Weakl...	2022-03-29	Code
6	CO2-Net	63.6	No	Cross-modal Consensus Network for Weakly Supervi...	2021-07-27	Code
7	TAL-Net	57.1	No	Rethinking the Faster R-CNN Architecture for Tem...	2018-04-20	-
8	CBR-TS	56.7	No	Cascaded Boundary Regression for Temporal Action...	2017-05-02	-
9	A2CL-PT	56.1	No	Adversarial Background-Aware Loss for Weakly-sup...	2020-07-13	Code
10	R-C3D	51.5	No	R-C3D: Region Convolutional 3D Network for Tempo...	2017-03-22	Code
11	TURN-FL-16 + S-CNN	50.9	No	TURN TAP: Temporal Unit Regression Network for T...	2017-03-17	Code
12	Yeung et al.	44	No	End-to-end Learning of Action Detection from Fra...	2015-11-22	Code
13	S-CNN	43.5	No	Temporal Action Localization in Untrimmed Videos...	2016-01-09	Code