HyperAI超神经

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中文

HyperAI超神经

Weakly Supervised Action Localization On 1

评估指标

mAP@0.5

评测结果

各个模型在此基准测试上的表现结果

		Paper Title	Repository
PivoTAL	45.1	PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization	-
SAL	44.5	Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization	-
AICL	44.2	Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization	-
AFPS	43.9	Weakly supervised temporal action localization with actionness-guided false positive suppression	-
CASE	43.2	Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach
P-MIL	41.8	Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization
TSN	41.8	Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms	-
ASM-Loc	41	ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization
LACP	40.4	Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization
ACM-Net	40.1	ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization
Lee et al.	37	Weakly-supervised Temporal Action Localization by Uncertainty Modeling
A2CL-PT	36.8	Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization
BaS-Net	34.5	Background Suppression Network for Weakly-supervised Temporal Action Localization
MAAN	33.7	Marginalized Average Attentional Network for Weakly-Supervised Learning	-
TSM	30.3	Temporal Structure Mining for Weakly Supervised Action Detection	-
STPN	29.3	Weakly Supervised Action Localization by Sparse Temporal Pooling Network
CMCS	-	Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization	-
ProCL	-	Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning

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Weakly Supervised Action Localization On 1 | SOTA | HyperAI超神经