Papers with Code · CC BY-SA 4.0

PASCAL VOC 2012 test

아카이브 평가 32건 · 마지막 적재/변경 2026-10-30

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
WeakSAM-MIST-DINO (with SAM)	MAP 70.2	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-MIST-Faster RCNN (with SAM)	MAP 69.2	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-MIST (with SAM)	MAP 66.9	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-OICR-DINO (with SAM)	MAP 63.7	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-OICR-Faster RCNN (with SAM)	MAP 62.9	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-OICR (with SAM)	MAP 58.4	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
OD-WSCL	MAP 54.6	Object Discovery via Contrastive Learning for Weakly Supervised Object Detection 2022-08-16	코드 1
CASD(VGG16)	MAP 53.6	Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection 2020-10-22	코드 1
wetectron(single-model)	MAP 52.1	Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection 2020-04-09	코드 1 · 코드 2
C-MIDN+FRCNN	MAP 50.3	C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection 2019-10-01	연결 없음
Pred Net (Ens)	MAP 49.5	Dissimilarity Coefficient based Weakly Supervised Object Detection 2018-11-25	연결 없음
Our-Ens	MAP 49.5	Towards Precise End-to-end Weakly Supervised Object Detection Network 2019-11-27	코드 1
Ours + FRCNN	MAP 48.1	Object-Aware Instance Labeling for Weakly Supervised Object Detection 2019-08-10	연결 없음
Ours+FRCNN	MAP 48.0	Utilizing the Instability in Weakly Supervised Object Detection 2019-06-14	연결 없음
WSD+PGE+PGA+FSD2	MAP 47.8	W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection 2018-06-01	연결 없음
WSOD2	MAP 47.2	WSOD2: Learning Bottom-up and Top-down Objectness Distillation forWeakly-supervised Object Detection 2019-09-11	연결 없음
C-MIL	MAP 46.7	C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection 2019-04-11	코드 1
OIM+IR+FRCNN	MAP 46.4	Object Instance Mining for Weakly Supervised Object Detection 2020-02-04	코드 1
WS-JDS FRCNN	MAP 46.1	Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation 2019-06-01	코드 1
PCL-OB-G-Ens + FRCNN	MAP 44.2	PCL: Proposal Cluster Learning for Weakly Supervised Object Detection 2018-07-09	코드 1 · 코드 2 · 코드 3 · 코드 4
OICR + W-RPN	MAP 43.2	You Reap What You Sow: Using Videos to Generate High Precision Object Proposals for Weakly-Supervised Object Detection 2019-06-01	연결 없음
ZLDN-L	MAP 42.9	Zigzag Learning for Weakly Supervised Object Detection 2018-04-25	연결 없음
WebRelETH	MAP 42.8	Exploiting Web Images for Weakly Supervised Object Detection 2017-07-27	연결 없음
OICR-Ens + FRCNN	MAP 42.5	Multiple Instance Detection Network with Online Instance Classifier Refinement 2017-04-01	코드 1 · 코드 2 · 코드 3 · 코드 4
MELM	MAP 42.4	Min-Entropy Latent Model for Weakly Supervised Object Detection 2019-02-16	코드 1
Deep Self-Taught Learning	MAP 38.3	Deep Self-Taught Learning for Weakly Supervised Object Localization 2017-04-18	연결 없음
WCCN	MAP 37.9	Weakly Supervised Cascaded Convolutional Networks 2016-11-24	연결 없음
LM-VGPMIL	MAP 37.8	Variational Bayesian Multiple Instance Learning With Gaussian Processes 2017-07-01	코드 1
NSOD	MAP 36.6	Training Object Detectors from Few Weakly-Labeled and Many Unlabeled Images 2019-12-01	연결 없음
MSLPD	MAP 35.4	Few-Example Object Detection with Model Communication 2017-06-26	코드 1