SOTAVerified

Weakly-supervised Temporal Action Localization

Papers

Showing 110 of 76 papers

TitleStatusHype
Bridge the Gap: From Weak to Full Supervision for Temporal Action Localization with PseudoFormer0
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction0
Weakly Supervised Temporal Action Localization via Dual-Prior Collaborative Learning Guided by Multimodal Large Language Models0
Generalized Uncertainty-Based Evidential Fusion with Hybrid Multi-Head Attention for Weak-Supervised Temporal Action LocalizationCode0
Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localizationCode0
Can MLLMs Guide Weakly-Supervised Temporal Action Localization Tasks?0
Probabilistic Vision-Language Representation for Weakly Supervised Temporal Action LocalizationCode1
Full-Stage Pseudo Label Quality Enhancement for Weakly-supervised Temporal Action LocalizationCode0
STAT: Towards Generalizable Temporal Action Localization0
Weakly supervised temporal action localization with actionness-guided false positive suppressionCode0
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Benchmark Results

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