OpenCodePapers

weakly-supervised-action-localization-on-activitynet-1-2

Action LocalizationTemporal Action LocalizationWeakly Supervised Action Localization
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PaperCodeMean mAPmAP@0.5ModelNameReleaseDate
Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization✓ Link30.848.5SAL2024-11-24
Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization✓ Link29.949.6AICL2023-06-26
Weakly supervised temporal action localization with actionness-guided false positive suppression✓ Link29.948.6AFPS2024-04-15
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach✓ Link27.943.8CASE2023-12-21
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization✓ Link26.844LACP2021-08-11
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization✓ Link26.544.2P-MIL2023-05-29
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning✓ Link26.142.7CoLA2021-03-30
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations✓ Link2642.3D2-Net2020-12-11
Weakly-supervised Temporal Action Localization by Uncertainty Modeling✓ Link25.941.2Lee et al.2020-06-12
Weakly Supervised Action Selection Learning in Video✓ Link25.840.2ASL2021-05-06
Weakly-Supervised Action Localization by Generative Attention Modeling✓ Link24.441.0DGAM2020-03-27
SF-Net: Single-Frame Supervision for Temporal Action Localization✓ Link22.837.8SF-Net2020-03-15
3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization✓ Link21.737.23C-Net2019-08-22
Background Suppression Network for Weakly-supervised Temporal Action Localization✓ Link38.5BaS-Net2019-11-22
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks37.1CleanNet2019-10-01
W-TALC: Weakly-supervised Temporal Activity Localization and Classification✓ Link37.0W-TALC2018-07-27
Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization✓ Link36.8CMCS2019-06-01
Temporal Structure Mining for Weakly Supervised Action Detection28.3TSM2019-10-01
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos27.3AutoLoc2018-09-01
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