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MSCOCO

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
Cooperative Foundational Models	AP 0.5 50.3	Enhancing Novel Object Detection via Cooperative Foundational Models 2023-11-19	코드 1
DE-ViT	AP 0.5 50	Detect Everything with Few Examples 2023-09-22	코드 1
Yolov8-nano	AP 0.5 47.2	YOLOv8-Based Visual Detection of Road Hazards: Potholes, Sewer Covers, and Manholes 2023-10-31	연결 없음
DITO	AP 0.5 46.1	Region-centric Image-Language Pretraining for Open-Vocabulary Detection 2023-09-29	코드 1 · 코드 2
OV-DQUO(RN50x4)	AP 0.5 45.6	OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision 2024-05-28	코드 1
LP-OVOD (OWL-ViT Proposals)	AP 0.5 44.9	LP-OVOD: Open-Vocabulary Object Detection by Linear Probing 2023-10-26	코드 1
CLIPSelf	AP 0.5 44.3	CLIPSelf: Vision Transformer Distills Itself for Open-Vocabulary Dense Prediction 2023-10-02	코드 1
CORA+	AP 0.5 43.1	CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching 2023-03-23	코드 1
BARON	AP 0.5 42.7	Aligning Bag of Regions for Open-Vocabulary Object Detection 2023-02-27	코드 1
SIA-OVD (RN50x4)	AP 0.5 41.9	SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection 2024-10-08	코드 1
CORA	AP 0.5 41.7	CORA: Adapting CLIP for Open-Vocabulary Detection with Region Prompting and Anchor Pre-Matching 2023-03-23	코드 1
RALF	AP 0.5 41.3	Retrieval-Augmented Open-Vocabulary Object Detection 2024-04-08	코드 1
LP-OVOD	AP 0.5 40.5	LP-OVOD: Open-Vocabulary Object Detection by Linear Probing 2023-10-26	코드 1
Region-CLIP (RN50x4-C4)	AP 0.5 39.3	RegionCLIP: Region-based Language-Image Pretraining 2021-12-16	코드 1
OV-DQUO(R50)	AP 0.5 39.2	OV-DQUO: Open-Vocabulary DETR with Denoising Text Query Training and Open-World Unknown Objects Supervision 2024-05-28	코드 1
Object-Centric-OVD	AP 0.5 36.9	Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection 2022-07-07	코드 1
CLIM (RN50)	AP 0.5 36.9	CLIM: Contrastive Language-Image Mosaic for Region Representation 2023-12-18	코드 1
OADP (G-OVD)	AP 0.5 35.6	Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection 2023-03-10	코드 1
SIA-OVD (RN50)	AP 0.5 35.5	SIA-OVD: Shape-Invariant Adapter for Bridging the Image-Region Gap in Open-Vocabulary Detection 2024-10-08	코드 1
VL-PLM (RN50)	AP 0.5 34.4	Exploiting Unlabeled Data with Vision and Language Models for Object Detection 2022-07-18	코드 1
CFM-ViT	AP 0.5 34.1	Contrastive Feature Masking Open-Vocabulary Vision Transformer 2023-09-02	연결 없음
MEDet (RN50)	AP 0.5 32.6	Open Vocabulary Object Detection with Proposal Mining and Prediction Equalization 2022-06-22	코드 1 · 코드 2
Region-CLIP (RN50-C4)	AP 0.5 31.4	RegionCLIP: Region-based Language-Image Pretraining 2021-12-16	코드 1
OVAD-Baseline	AP 0.5 30.0	Open-vocabulary Attribute Detection 2022-11-23	코드 1
OADP	AP 0.5 30.0	Object-Aware Distillation Pyramid for Open-Vocabulary Object Detection 2023-03-10	코드 1
OV-DERT	AP 0.5 29.4	Open-Vocabulary DETR with Conditional Matching 2022-03-22	코드 1 · 코드 2 · 코드 3 · 코드 4
LocOv (RN50-C4)	AP 0.5 28.6	Localized Vision-Language Matching for Open-vocabulary Object Detection 2022-05-12	코드 1
Detic	AP 0.5 27.8	Detecting Twenty-thousand Classes using Image-level Supervision 2022-01-07	코드 1
ViLD	AP 0.5 27.6	Open-vocabulary Object Detection via Vision and Language Knowledge Distillation 2021-04-28	코드 1 · 코드 2 · 코드 3 · 코드 4
OVR-CNN	AP 0.5 22.8	Open-Vocabulary Object Detection Using Captions 2020-11-20	코드 1