← Weakly Supervised Action Localization

Papers with Code · CC BY-SA 4.0

ActivityNet-1.3

아카이브 평가 17건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

평가 기록

과거 수집 기록이며 최신 순위가 아닙니다. 데이터셋 버전·split·실험 조건과 지표 방향이 검증되지 않은 결과는 직접 비교할 수 없습니다. 날짜는 논문 날짜이며 최신 평가일을 뜻하지 않습니다.

표가 화면보다 넓으면 좌우로 스크롤하여 논문과 구현 링크를 확인하세요.

원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
SAL	mAP@0.5 44.5 mAP@0.5:0.95 28.8	Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization 2024-11-24	코드 1
PivoTAL	mAP@0.5 45.1 mAP@0.5:0.95 28.1	PivoTAL: Prior-Driven Supervision for Weakly-Supervised Temporal Action Localization 2023-01-01	연결 없음
AICL	mAP@0.5 44.2 mAP@0.5:0.95 27.6	Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization 2023-06-26	코드 1
AFPS	mAP@0.5 43.9 mAP@0.5:0.95 27.3	Weakly supervised temporal action localization with actionness-guided false positive suppression 2024-04-15	코드 1
CASE	mAP@0.5 43.2 mAP@0.5:0.95 26.8	Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach 2023-12-21	코드 1
TSN	mAP@0.5 41.8 mAP@0.5:0.95 26.3	Two-Stream Networks for Weakly-Supervised Temporal Action Localization With Semantic-Aware Mechanisms 2023-01-01	연결 없음
ProCL	mAP@0.5:0.95 26.1	Weakly-Supervised Temporal Action Localization by Progressive Complementary Learning 2022-06-22	코드 1 · 코드 2
P-MIL	mAP@0.5 41.8 mAP@0.5:0.95 25.5	Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization 2023-05-29	코드 1
LACP	mAP@0.5 40.4 mAP@0.5:0.95 25.1	Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization 2021-08-11	코드 1
ACM-Net	mAP@0.5 40.1 mAP@0.5:0.95 24.6	ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization 2021-04-07	코드 1 · 코드 2
Lee et al.	mAP@0.5 37 mAP@0.5:0.95 23.7	Weakly-supervised Temporal Action Localization by Uncertainty Modeling 2020-06-12	코드 1 · 코드 2
A2CL-PT	mAP@0.5 36.8 mAP@0.5:0.95 22.5	Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization 2020-07-13	코드 1
BaS-Net	mAP@0.5 34.5 mAP@0.5:0.95 22.2	Background Suppression Network for Weakly-supervised Temporal Action Localization 2019-11-22	코드 1 · 코드 2
CMCS	mAP@0.5:0.95 21.2	Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization 2019-06-01	코드 1
MAAN	mAP@0.5 33.7	Marginalized Average Attentional Network for Weakly-Supervised Learning 2019-05-21	연결 없음
TSM	mAP@0.5 30.3	Temporal Structure Mining for Weakly Supervised Action Detection 2019-10-01	연결 없음
STPN	mAP@0.5 29.3	Weakly Supervised Action Localization by Sparse Temporal Pooling Network 2017-12-14	코드 1 · 코드 2 · 코드 3