Weakly Supervised Action Localization on BEOID

Metric: mAP@0.5 (higher is better)

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#	Model↕	mAP@0.5▼	Extra Data	Paper	Date↕	Code
1	HR-Pro	55.3	No	HR-Pro: Point-supervised Temporal Action Localiz...	2023-08-24	Code
2	LACP	42.7	No	Learning Action Completeness from Points for Wea...	2021-08-11	Code
3	Ju et al.	20.9	No	Point-Level Temporal Action Localization: Bridgi...	2020-12-15	-
4	Li et al.	20.3	No	Temporal Action Segmentation from Timestamp Supe...	2021-03-11	Code
5	SF-Net	16.7	No	SF-Net: Single-Frame Supervision for Temporal Ac...	2020-03-15	Code

#1HR-ProSOTA
55.3
mAP@0.5· 2023-08-24
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation Code
#2LACPSOTA
42.7
mAP@0.5· 2021-08-11
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization Code
#3Ju et al.SOTA
20.9
mAP@0.5· 2020-12-15
Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses
#4Li et al.
20.3
mAP@0.5· 2021-03-11
Temporal Action Segmentation from Timestamp Supervision Code
#5SF-NetSOTA
16.7
mAP@0.5· 2020-03-15
SF-Net: Single-Frame Supervision for Temporal Action Localization Code