OpenCodePapers

weakly-supervised-action-localization-on-thumos14-2

Action LocalizationTemporal Action LocalizationWeakly Supervised Action Localization
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PaperCodeavg-mAP (0.3-0.7)avg-mAP (0.1:0.7)avg-mAP (0.1-0.5)ModelNameReleaseDate
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation✓ Link51.160.371.6HR-Pro2023-08-24
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization✓ Link44.552.862.7LACP2021-08-11
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization✓ Link38.047.057.4P-MIL2023-05-29
Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses35.444.855.6Ju et al.2020-12-15
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization✓ Link33.442.653.2ACM-Net2021-04-07
Weakly-supervised Temporal Action Localization by Uncertainty Modeling✓ Link32.941.951.6Lee et al.2020-06-12
Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization32.442.352.0AMS2021-04-06
Action Unit Memory Network for Weakly Supervised Temporal Action Localization32.441.552.1AUMN2021-04-29
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning✓ Link32.140.950.3CoLA2021-03-30
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization✓ Link30.637.846.9A2CL-PT2020-07-13
Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning✓ Link30.437.744.9EM-ML2020-03-31
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization28.837.847.0TSCN2020-10-22
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