HyperAI超神経

Weakly Supervised Action Localization On 1

評価指標

mAP@0.5

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
mAP@0.5
Paper TitleRepository
TSM30.3Temporal Structure Mining for Weakly Supervised Action Detection-
SAL44.5Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization
BaS-Net34.5Background Suppression Network for Weakly-supervised Temporal Action Localization
CMCS-Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization
P-MIL41.8Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization
MAAN33.7Marginalized Average Attentional Network for Weakly-Supervised Learning-
ACM-Net40.1ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization
STPN29.3Weakly Supervised Action Localization by Sparse Temporal Pooling Network
Lee et al.37Weakly-supervised Temporal Action Localization by Uncertainty Modeling
PivoTAL45.1PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization-
CASE43.2Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach
A2CL-PT36.8Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization
AFPS43.9Weakly supervised temporal action localization with actionness-guided false positive suppression
ProCL-Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning
LACP40.4Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization
ASM-Loc41ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action Localization-
TSN41.8Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms-
AICL44.2Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization
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