← Weakly Supervised Action Localization

Papers with Code · CC BY-SA 4.0

ActivityNet-1.2

아카이브 평가 19건 · 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 48.5 Mean mAP 30.8	Multilevel semantic and adaptive actionness learning for weakly supervised temporal action localization 2024-11-24	코드 1
AICL	mAP@0.5 49.6 Mean mAP 29.9	Actionness Inconsistency-guided Contrastive Learning for Weakly-supervised Temporal Action Localization 2023-06-26	코드 1
AFPS	mAP@0.5 48.6 Mean mAP 29.9	Weakly supervised temporal action localization with actionness-guided false positive suppression 2024-04-15	코드 1
CASE	mAP@0.5 43.8 Mean mAP 27.9	Revisiting Foreground and Background Separation in Weakly-supervised Temporal Action Localization: A Clustering-based Approach 2023-12-21	코드 1
LACP	mAP@0.5 44 Mean mAP 26.8	Learning Action Completeness from Points for Weakly-supervised Temporal Action Localization 2021-08-11	코드 1
P-MIL	mAP@0.5 44.2 Mean mAP 26.5	Proposal-Based Multiple Instance Learning for Weakly-Supervised Temporal Action Localization 2023-05-29	코드 1
CoLA	mAP@0.5 42.7 Mean mAP 26.1	CoLA: Weakly-Supervised Temporal Action Localization with Snippet Contrastive Learning 2021-03-30	코드 1
D2-Net	mAP@0.5 42.3 Mean mAP 26	D2-Net: Weakly-Supervised Action Localization via Discriminative Embeddings and Denoised Activations 2020-12-11	코드 1
Lee et al.	mAP@0.5 41.2 Mean mAP 25.9	Weakly-supervised Temporal Action Localization by Uncertainty Modeling 2020-06-12	코드 1 · 코드 2
ASL	mAP@0.5 40.2 Mean mAP 25.8	Weakly Supervised Action Selection Learning in Video 2021-05-06	코드 1
DGAM	mAP@0.5 41.0 Mean mAP 24.4	Weakly-Supervised Action Localization by Generative Attention Modeling 2020-03-27	코드 1
SF-Net	mAP@0.5 37.8 Mean mAP 22.8	SF-Net: Single-Frame Supervision for Temporal Action Localization 2020-03-15	코드 1
3C-Net	mAP@0.5 37.2 Mean mAP 21.7	3C-Net: Category Count and Center Loss for Weakly-Supervised Action Localization 2019-08-22	코드 1
BaS-Net	mAP@0.5 38.5	Background Suppression Network for Weakly-supervised Temporal Action Localization 2019-11-22	코드 1 · 코드 2
CleanNet	mAP@0.5 37.1	Weakly Supervised Temporal Action Localization Through Contrast Based Evaluation Networks 2019-10-01	연결 없음
W-TALC	mAP@0.5 37.0	W-TALC: Weakly-supervised Temporal Activity Localization and Classification 2018-07-27	코드 1
CMCS	mAP@0.5 36.8	Completeness Modeling and Context Separation for Weakly Supervised Temporal Action Localization 2019-06-01	코드 1
TSM	mAP@0.5 28.3	Temporal Structure Mining for Weakly Supervised Action Detection 2019-10-01	연결 없음
AutoLoc	mAP@0.5 27.3	AutoLoc: Weakly-supervised Temporal Action Localization in Untrimmed Videos 2018-09-01	연결 없음