HyperAI초신경

홈 뉴스 최신 연구 논문 튜토리얼 데이터셋 백과사전 SOTA LLM 모델 GPU 랭킹 컨퍼런스

한국어

HyperAI초신경

Weakly Supervised Action Localization On 4

평가 지표

mAP@0.5

평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	mAP@0.5	Paper Title	Repository
Ju et al.	35.9	Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses	-
EM-MIL	30.5	Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning
ProCL	40.5	Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning
LACP	45.3	Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization
ACM-Net	34.6	ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization
A2CL-PT	30.1	Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization
CoLA	32.2	CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning
Lee et al.	33.7	Weakly-supervised Temporal Action Localization by Uncertainty Modeling
ACS-Net	32.4	ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization	-
3C-Net	26.6	3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization
D2-Net	35.9	D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations	-
P-MIL	40.0	Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization
BasNet	27.0	Background Suppression Network for Weakly-supervised Temporal Action Localization

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