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Weakly Supervised Action Localization On Gtea

Metrics

mAP@0.1:0.7

mAP@0.5

Results

Performance results of various models on this benchmark

			Paper Title	Repository
AU-Action	76.9	66.3	Is Weakly-supervised Action Segmentation Ready For Human-Robot Interaction? No, Let's Improve It With Action-union Learning	-
HR-Pro	47.3	37.3	HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation
LACP	43.5	33.9	Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization
Li et al.	36.4	28.8	Temporal Action Segmentation from Timestamp Supervision
Ju et al.	33.7	21.9	Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses	-
SF-Net	31.0	19.3	SF-Net: Single-Frame Supervision for Temporal Action Localization

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Weakly Supervised Action Localization On Gtea | SOTA | HyperAI