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Weakly Supervised Action Localization On 4

Metrics

mAP@0.5

Results

Performance results of various models on this benchmark

		Paper Title	Repository
LACP	45.3	Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization
ProCL	40.5	Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning
P-MIL	40.0	Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization
Ju et al.	35.9	Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses	-
D2-Net	35.9	D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations
ACM-Net	34.6	ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization
Lee et al.	33.7	Weakly-supervised Temporal Action Localization by Uncertainty Modeling
ACS-Net	32.4	ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization	-
CoLA	32.2	CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning
EM-MIL	30.5	Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning
A2CL-PT	30.1	Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization
BasNet	27.0	Background Suppression Network for Weakly-supervised Temporal Action Localization
3C-Net	26.6	3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization

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Weakly Supervised Action Localization On 4 | SOTA | HyperAI