Action Localization on ActivityNet-1.3

Metric: mAP@0.5:0.95 (higher is better)

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#	Model↕	mAP@0.5:0.95▼	Extra Data	Paper	Date↕	Code
1	SAL	28.8	No	-	-	Code
2	PivoTAL	28.1	No	-	-	-
3	AICL	27.6	No	-	-	Code
4	AFPS	27.3	No	-	-	Code
5	CASE	26.8	No	Revisiting Foreground and Background Separation ...	2023-12-21	Code
6	TSN	26.3	No	-	-	-
7	ProCL	26.1	No	Weakly-Supervised Temporal Action Localization b...	2022-06-22	Code
8	P-MIL	25.5	No	Proposal-Based Multiple Instance Learning for We...	2023-05-29	Code
9	LACP	25.1	No	Learning Action Completeness from Points for Wea...	2021-08-11	Code
10	ACM-Net	24.6	No	ACM-Net: Action Context Modeling Network for Wea...	2021-04-07	Code
11	Lee et al.	23.7	No	Weakly-supervised Temporal Action Localization b...	2020-06-12	Code
12	A2CL-PT	22.5	No	Adversarial Background-Aware Loss for Weakly-sup...	2020-07-13	Code
13	BaS-Net	22.2	No	Background Suppression Network for Weakly-superv...	2019-11-22	Code
14	CMCS	21.2	No	-	-	Code

#1SAL
28.8
mAP@0.5:0.95
No paperCode
#2PivoTAL
28.1
mAP@0.5:0.95
No paper
#3AICL
27.6
mAP@0.5:0.95
No paperCode
#4AFPS
27.3
mAP@0.5:0.95
No paperCode
#5CASESOTA
26.8
mAP@0.5:0.95· 2023-12-21
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach Code
#6TSN
26.3
mAP@0.5:0.95
No paper
#7ProCLSOTA
26.1
mAP@0.5:0.95· 2022-06-22
Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning Code
#8P-MIL
25.5
mAP@0.5:0.95· 2023-05-29
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization Code
#9LACPSOTA
25.1
mAP@0.5:0.95· 2021-08-11
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization Code
#10ACM-NetSOTA
24.6
mAP@0.5:0.95· 2021-04-07
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization Code
#11Lee et al.SOTA
23.7
mAP@0.5:0.95· 2020-06-12
Weakly-supervised Temporal Action Localization by Uncertainty Modeling Code
#12A2CL-PT
22.5
mAP@0.5:0.95· 2020-07-13
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization Code
#13BaS-NetSOTA
22.2
mAP@0.5:0.95· 2019-11-22
Background Suppression Network for Weakly-supervised Temporal Action Localization Code
#14CMCS
21.2
mAP@0.5:0.95
No paperCode