Weakly Supervised Action Localization on GTEA

Metric: mAP@0.5 (higher is better)

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#	Model↕	mAP@0.5▼	Extra Data	Paper	Date↕	Code
1	AU-Action	66.3	No	-	-	Code
2	HR-Pro	37.3	No	HR-Pro: Point-supervised Temporal Action Localiz...	2023-08-24	Code
3	LACP	33.9	No	Learning Action Completeness from Points for Wea...	2021-08-11	Code
4	Li et al.	28.8	No	Temporal Action Segmentation from Timestamp Supe...	2021-03-11	Code
5	Ju et al.	21.9	No	Point-Level Temporal Action Localization: Bridgi...	2020-12-15	-
6	SF-Net	19.3	No	SF-Net: Single-Frame Supervision for Temporal Ac...	2020-03-15	Code

#1AU-Action
66.3
mAP@0.5
No paperCode
#2HR-ProSOTA
37.3
mAP@0.5· 2023-08-24
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation Code
#3LACPSOTA
33.9
mAP@0.5· 2021-08-11
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization Code
#4Li et al.SOTA
28.8
mAP@0.5· 2021-03-11
Temporal Action Segmentation from Timestamp Supervision Code
#5Ju et al.SOTA
21.9
mAP@0.5· 2020-12-15
Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses
#6SF-NetSOTA
19.3
mAP@0.5· 2020-03-15
SF-Net: Single-Frame Supervision for Temporal Action Localization Code