← Weakly Supervised Action Localization

Papers with Code · CC BY-SA 4.0

THUMOS14

아카이브 평가 12건 · 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
HR-Pro	avg-mAP (0.1-0.5) 71.6 avg-mAP (0.3-0.7) 51.1 avg-mAP (0.1:0.7) 60.3	HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation 2023-08-24	코드 1
LACP	avg-mAP (0.1-0.5) 62.7 avg-mAP (0.3-0.7) 44.5 avg-mAP (0.1:0.7) 52.8	Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization 2021-08-11	코드 1
P-MIL	avg-mAP (0.1-0.5) 57.4 avg-mAP (0.3-0.7) 38.0 avg-mAP (0.1:0.7) 47.0	Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization 2023-05-29	코드 1
Ju et al.	avg-mAP (0.1-0.5) 55.6 avg-mAP (0.3-0.7) 35.4 avg-mAP (0.1:0.7) 44.8	Point-Level Temporal Action Localization: Bridging Fully-supervised Proposals to Weakly-supervised Losses 2020-12-15	연결 없음
ACM-Net	avg-mAP (0.1-0.5) 53.2 avg-mAP (0.3-0.7) 33.4 avg-mAP (0.1:0.7) 42.6	ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action Localization 2021-04-07	코드 1 · 코드 2
Lee et al.	avg-mAP (0.1-0.5) 51.6 avg-mAP (0.3-0.7) 32.9 avg-mAP (0.1:0.7) 41.9	Weakly-supervised Temporal Action Localization by Uncertainty Modeling 2020-06-12	코드 1 · 코드 2
AMS	avg-mAP (0.1-0.5) 52.0 avg-mAP (0.3-0.7) 32.4 avg-mAP (0.1:0.7) 42.3	Adaptive Mutual Supervision for Weakly-Supervised Temporal Action Localization 2021-04-06	연결 없음
AUMN	avg-mAP (0.1-0.5) 52.1 avg-mAP (0.3-0.7) 32.4 avg-mAP (0.1:0.7) 41.5	Action Unit Memory Network for Weakly Supervised Temporal Action Localization 2021-04-29	연결 없음
CoLA	avg-mAP (0.1-0.5) 50.3 avg-mAP (0.3-0.7) 32.1 avg-mAP (0.1:0.7) 40.9	CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning 2021-03-30	코드 1
A2CL-PT	avg-mAP (0.1-0.5) 46.9 avg-mAP (0.3-0.7) 30.6 avg-mAP (0.1:0.7) 37.8	Adversarial Background-Aware Loss for Weakly-supervised Temporal Activity Localization 2020-07-13	코드 1
EM-ML	avg-mAP (0.1-0.5) 44.9 avg-mAP (0.3-0.7) 30.4 avg-mAP (0.1:0.7) 37.7	Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning 2020-03-31	코드 1
TSCN	avg-mAP (0.1-0.5) 47.0 avg-mAP (0.3-0.7) 28.8 avg-mAP (0.1:0.7) 37.8	Two-Stream Consensus Network for Weakly-Supervised Temporal Action Localization 2020-10-22	연결 없음