OpenCodePapers
weakly-supervised-action-localization-on-2
Weakly Supervised Action Localization
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Paper
Code
Mean mAP
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mAP@0.5
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ModelName
ReleaseDate
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Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization
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30.8
48.5
SAL
2024-11-24
Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization
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29.9
49.6
AICL
2023-06-26
Weakly supervised temporal action localization with actionness-guided false positive suppression
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29.9
48.6
AFPS
2024-04-15
Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach
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27.9
43.8
CASE
2023-12-21
Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization
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26.8
44
LACP
2021-08-11
Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization
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26.5
44.2
P-MIL
2023-05-29
CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning
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26.1
42.7
CoLA
2021-03-30
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations
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26
42.3
D2-Net
2020-12-11
Weakly-supervised Temporal Action Localization by Uncertainty Modeling
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25.9
41.2
Lee et al.
2020-06-12
Weakly Supervised Action Selection Learning in Video
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25.8
40.2
ASL
2021-05-06
Weakly-Supervised Action Localization by Generative Attention Modeling
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24.4
41.0
DGAM
2020-03-27
SF-Net: Single-Frame Supervision for Temporal Action Localization
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22.8
37.8
SF-Net
2020-03-15
3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization
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21.7
37.2
3C-Net
2019-08-22
Background Suppression Network for Weakly-supervised Temporal Action Localization
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38.5
BaS-Net
2019-11-22
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks
37.1
CleanNet
2019-10-01
W-TALC: Weakly-supervised Temporal Activity Localization and Classification
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37.0
W-TALC
2018-07-27
Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization
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36.8
CMCS
2019-06-01
Temporal Structure Mining for Weakly Supervised Action Detection
28.3
TSM
2019-10-01
AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos
27.3
AutoLoc
2018-09-01