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

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Temporal Action Localization On Hacs

평가 지표

Average-mAP

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평가 결과

이 벤치마크에서 각 모델의 성능 결과

모델 이름	Average-mAP	[email protected]	[email protected]	[email protected]	Paper Title	Repository
TadTr (I3D RGB)	32.09	47.14	32.11	10.94	End-to-end Temporal Action Detection with Transformer	-
TriDet (VideoMAEv2)	43.1	62.4	44.1	13.1	Temporal Action Localization with Enhanced Instant Discriminability	-
DyFADet(VideoMAEv2)	44.3	64.0	44.8	14.1	DyFADet: Dynamic Feature Aggregation for Temporal Action Detection	-
ActionMamba(InternVideo2-6B)	44.56	64.02	45.71	13.34	Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding	-
InternVideo2-1B	42.4	-	-	-	InternVideo2: Scaling Foundation Models for Multimodal Video Understanding	-
TriDet (SlowFast)	38.6	56.7	39.3	11.7	TriDet: Temporal Action Detection with Relative Boundary Modeling	-
InternVideo2-6B	43.3	-	-	-	InternVideo2: Scaling Foundation Models for Multimodal Video Understanding	-
SSN	18.97	28.82	18.80	5.32	HACS: Human Action Clips and Segments Dataset for Recognition and Temporal Localization	-
TriDet (I3D RGB)	36.8	54.5	36.8	11.5	TriDet: Temporal Action Detection with Relative Boundary Modeling	-
RDFA-S6 (InternVideo2-6B)	45.8	66.4	47.2	14.3	Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent Mechanism	-
LoFi+G-TAD (RGB, RN18)	24.64	37.78	24.40	7.29	Low-Fidelity Video Encoder Optimization for Temporal Action Localization	-
InternVideo	41.55	-	-	-	InternVideo: General Video Foundation Models via Generative and Discriminative Learning	-

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Temporal Action Localization On Hacs | SOTA | HyperAI초신경