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weakly-supervised-action-localization-on-activitynet-1-3

Action LocalizationTemporal Action LocalizationWeakly Supervised Action Localization
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PaperCodemAP@0.5:0.95mAP@0.5ModelNameReleaseDate
Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization✓ Link28.844.5SAL2024-11-24
PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization28.145.1PivoTAL2023-01-01
Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization✓ Link27.644.2AICL2023-06-26
Weakly supervised temporal action localization with actionness-guided false positive suppression✓ Link27.343.9AFPS2024-04-15
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach✓ Link26.843.2CASE2023-12-21
Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms26.341.8TSN2023-01-01
Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning✓ Link26.1ProCL2022-06-22
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization✓ Link25.541.8P-MIL2023-05-29
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization✓ Link25.140.4LACP2021-08-11
ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization✓ Link24.640.1ACM-Net2021-04-07
Weakly-supervised Temporal Action Localization by Uncertainty Modeling✓ Link23.737Lee et al.2020-06-12
Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization✓ Link22.536.8A2CL-PT2020-07-13
Background Suppression Network for Weakly-supervised Temporal Action Localization✓ Link22.234.5BaS-Net2019-11-22
Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization✓ Link21.2CMCS2019-06-01
Marginalized Average Attentional Network for Weakly-Supervised Learning33.7MAAN2019-05-21
Temporal Structure Mining for Weakly Supervised Action Detection30.3TSM2019-10-01
Weakly Supervised Action Localization by Sparse Temporal Pooling Network✓ Link29.3STPN2017-12-14
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