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Temporal Action Proposal Generation On

Metrics

AR@100

AUC (val)

Results

Performance results of various models on this benchmark

			Paper Title	Repository
AOE-Net	77.67	69.71	AOE-Net: Entities Interactions Modeling with Adaptive Attention Mechanism for Temporal Action Proposals Generation
AEI-G	77.24	69.47	AEI: Actors-Environment Interaction with Adaptive Attention for Temporal Action Proposals Generation
HCN	77.13	68.78	Improve Temporal Action Proposals using Hierarchical Context	-
ABN (C3D)	76.72	69.16	ABN: Agent-Aware Boundary Networks for Temporal Action Proposal Generation
TSP	76.63	69.04	TSP: Temporally-Sensitive Pretraining of Video Encoders for Localization Tasks
BSN++	76.52	68.26	BSN++: Complementary Boundary Regressor with Scale-Balanced Relation Modeling for Temporal Action Proposal Generation
BMN	75.01	67.1	BMN: Boundary-Matching Network for Temporal Action Proposal Generation
MGG	74.54	66.43	Multi-granularity Generator for Temporal Action Proposal	-
BSN	74.16	66.17	BSN: Boundary Sensitive Network for Temporal Action Proposal Generation
CTAP	73.17	65.72	CTAP: Complementary Temporal Action Proposal Generation
Lin et al.	73.01	64.40	Temporal Convolution Based Action Proposal: Submission to ActivityNet 2017	-

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Temporal Action Proposal Generation On | SOTA | HyperAI