Papers with Code · CC BY-SA 4.0

PASCAL VOC 2007

아카이브 평가 41건 · 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 73.4	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-MIST-Faster RCNN (with SAM)	MAP 71.8	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-MIST (with SAM)	MAP 67.4	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-OICR-DINO (with SAM)	MAP 66.1	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-OICR-Faster RCNN (with SAM)	MAP 65.7	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
WeakSAM-OICR (with SAM)	MAP 58.9	WeakSAM: Segment Anything Meets Weakly-supervised Instance-level Recognition 2024-02-22	코드 1
wetectron (single mode, 07+12)	MAP 58.1	Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection 2020-04-09	코드 1 · 코드 2
CASD(VGG16)	MAP 56.8	Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection 2020-10-22	코드 1
OD-WSCL	MAP 56.1	Object Discovery via Contrastive Learning for Weakly Supervised Object Detection 2022-08-16	코드 1
wetectron(single-model)	MAP 54.9	Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection 2020-04-09	코드 1 · 코드 2
Our-Ens	MAP 54.5	Towards Precise End-to-end Weakly Supervised Object Detection Network 2019-11-27	코드 1
Pred Net (Ens)	MAP 53.6	Dissimilarity Coefficient based Weakly Supervised Object Detection 2018-11-25	연결 없음
WSOD2	MAP 53.6	WSOD2: Learning Bottom-up and Top-down Objectness Distillation forWeakly-supervised Object Detection 2019-09-11	연결 없음
C-MIDN	MAP 53.6	C-MIDN: Coupled Multiple Instance Detection Network With Segmentation Guidance for Weakly Supervised Object Detection 2019-10-01	연결 없음
FRCNN C-MIL	MAP 53.1	C-MIL: Continuation Multiple Instance Learning for Weakly Supervised Object Detection 2019-04-11	코드 1
Ours+FRCNN	MAP 52.6	Utilizing the Instability in Weakly Supervised Object Detection 2019-06-14	연결 없음
OIM+IR+FRCNN	MAP 52.6	Object Instance Mining for Weakly Supervised Object Detection 2020-02-04	코드 1
WS-JDS FRCNN	MAP 52.5	Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation 2019-06-01	코드 1
WSD+PGE+PGA+FSD2	MAP 52.4	W2F: A Weakly-Supervised to Fully-Supervised Framework for Object Detection 2018-06-01	연결 없음
PGE (Ours + FRCNN)	MAP 52.1	Object-Aware Instance Labeling for Weakly Supervised Object Detection 2019-08-10	연결 없음
pipeline method	MAP 51.2	Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning 2018-02-26	연결 없음
PCL-OB-G-Ens + FRCNN	MAP 48.8	PCL: Proposal Cluster Learning for Weakly Supervised Object Detection 2018-07-09	코드 1 · 코드 2 · 코드 3 · 코드 4
Ours+PRS	MAP 48.8	WSOD with PSNet and Box Regression 2019-11-26	연결 없음
ZLDN-L	MAP 47.6	Zigzag Learning for Weakly Supervised Object Detection 2018-04-25	연결 없음
MELM	MAP 47.3	Min-Entropy Latent Model for Weakly Supervised Object Detection 2019-02-16	코드 1
OICR-Ens + FRCNN	MAP 47.0	Multiple Instance Detection Network with Online Instance Classifier Refinement 2017-04-01	코드 1 · 코드 2 · 코드 3 · 코드 4
OICR + W-RPN	MAP 46.9	You Reap What You Sow: Using Videos to Generate High Precision Object Proposals for Weakly-Supervised Object Detection 2019-06-01	연결 없음
SegAgg-Adapt	MAP 46.2	Towards automatic visual inspection: A weakly supervised learning method for industrial applicable object detection 2020-10-01	연결 없음
VGPMIL	MAP 46.1	Variational Bayesian Multiple Instance Learning With Gaussian Processes 2017-07-01	코드 1
WebRelETH	MAP 46.0	Exploiting Web Images for Weakly Supervised Object Detection 2017-07-27	연결 없음