SOTAVerified

Weakly-supervised Temporal Action Localization

Papers

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Showing 51–76 of 76 papers

TitleStatusHype
STAT: Towards Generalizable Temporal Action Localization—0
Sub-action Prototype Learning for Point-level Weakly-supervised Temporal Action Localization—0
Transferable Knowledge-Based Multi-Granularity Aggregation Network for Temporal Action Localization: Submission to ActivityNet Challenge 2021—0
Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization—0
Two-Stream Consensus Network: Submission to HACS Challenge 2021 Weakly-Supervised Learning Track—0
Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms—0
Unified Keypoint-based Action Recognition Framework via Structured Keypoint Pooling—0
Video-Specific Query-Key Attention Modeling for Weakly-Supervised Temporal Action Localization—0
Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks—0
Weakly Supervised Temporal Action Localization with Segment-Level Labels—0
Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context—0
Weakly-Supervised Temporal Action Localization Through Local-Global Background Modeling—0
Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localizationCode0
Generalized Uncertainty-Based Evidential Fusion with Hybrid Multi-Head Attention for Weak-Supervised Temporal Action LocalizationCode0
RefineLoc: Iterative Refinement for Weakly-Supervised Action LocalizationCode0
ACGNet: Action Complement Graph Network for Weakly-supervised Temporal Action LocalizationCode0
Full-Stage Pseudo Label Quality Enhancement for Weakly-supervised Temporal Action LocalizationCode0
Weakly Supervised Action Localization by Sparse Temporal Pooling NetworkCode0
Completeness Modeling and Context Separation for Weakly Supervised Temporal Action LocalizationCode0
Weakly-Supervised Temporal Action Localization by Progressive Complementary LearningCode0
D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised ActivationsCode0
Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-FeatureCode0
AutoLoc: Weakly-supervised Temporal Action LocalizationCode0
Weakly-Supervised Temporal Action Localization with Bidirectional Semantic Consistency ConstraintCode0
Weakly supervised temporal action localization with actionness-guided false positive suppressionCode0
3C-Net: Category Count and Center Loss for Weakly-Supervised Action LocalizationCode0
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All datasetsTHUMOS14ActivityNet-1.3UCF101-24

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1ASM-LocmAP IOU@0.171.2—Unverified
2CO2-NetmAP@AVG(0.1:0.9)35.7—Unverified
3A2CL-PTmAP@AVG(0.1:0.9)30—Unverified
#ModelMetricClaimedVerifiedStatus
1ASM-LocmAP25.1—Unverified
#ModelMetricClaimedVerifiedStatus
1Structured Keypoint PoolingmAP@0.261.8—Unverified