Papers with Code · CC BY-SA 4.0

MS-COCO

아카이브 평가 34건 · 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
ADDS(ViT-L-336, resolution 1344)	mAP 93.54	Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features 2022-08-19	연결 없음
ADDS(ViT-L-336, resolution 640)	mAP 93.41	Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features 2022-08-19	연결 없음
ADDS(ViT-L-336, resolution 336)	mAP 91.76	Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features 2022-08-19	연결 없음
ML-Decoder(TResNet-XL, resolution 640)	mAP 91.4	ML-Decoder: Scalable and Versatile Classification Head 2021-11-25	코드 1
Q2L-CvT(ImageNet-21K pretraining, resolution 384)	mAP 91.3	Query2Label: A Simple Transformer Way to Multi-Label Classification 2021-07-22	코드 1 · 코드 2 · 코드 3
MLD-TResNet-L-AAM[640x640]	mAP 91.30	Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image Classification 2022-09-14	코드 1
ML-Decoder(TResNet-L, resolution 640)	mAP 91.1	ML-Decoder: Scalable and Versatile Classification Head 2021-11-25	코드 1
Q2L-SwinL(ImageNet-21K pretraining, resolution 384)	mAP 90.5	Query2Label: A Simple Transformer Way to Multi-Label Classification 2021-07-22	코드 1 · 코드 2 · 코드 3
Q2L-TResL(ImageNet-21K pretraining, resolution 640)	mAP 90.3	Query2Label: A Simple Transformer Way to Multi-Label Classification 2021-07-22	코드 1 · 코드 2 · 코드 3
IDA-SwinL	mAP 90.3	Causality Compensated Attention for Contextual Biased Visual Recognition 2023-02-25	코드 1
CCD-SwinL	mAP 90.3	Contextual Debiasing for Visual Recognition With Causal Mechanisms 2022-01-01	코드 1
MlTr-XL(ImageNet-21K pretraining, resolution 384)	mAP 90.0	MlTr: Multi-label Classification with Transformer 2021-06-11	코드 1
TResNet-L-V2, (ImageNet-21K-P pretraining, resolution 640)	mAP 89.8	ImageNet-21K Pretraining for the Masses 2021-04-22	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
MlTr-L(ImageNet-21K pretraining, resolution 384)	mAP 88.5	MlTr: Multi-label Classification with Transformer 2021-06-11	코드 1
TResNet-XL (resolution 640)	mAP 88.4	Asymmetric Loss For Multi-Label Classification 2020-09-29	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
TResNet-L-V2, (ImageNet-21K-P pretraining, resolution 448)	mAP 88.4	ImageNet-21K Pretraining for the Masses 2021-04-22	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
GKGNet(resolution 576)	mAP 87.7	GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition 2023-08-28	코드 1
M3TR(ImageNet-21K-P pretraining, resolution 448)	mAP 87.5	M3TR: Multi-modal Multi-label Recognition with Transformer 2021-10-01	코드 1
GKGNet(resolution 448)	mAP 86.7	GKGNet: Group K-Nearest Neighbor based Graph Convolutional Network for Multi-Label Image Recognition 2023-08-28	코드 1
TResNet-L (resolution 448)	mAP 86.6	Asymmetric Loss For Multi-Label Classification 2020-09-29	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5
IDA-R101	mAP 86.3	Causality Compensated Attention for Contextual Biased Visual Recognition 2023-02-25	코드 1
TDRG-R101(576×576)	mAP 86.0	Transformer-based Dual Relation Graph for Multi-label Image Recognition 2021-10-10	코드 1
CCD-R101	mAP 85.3	Contextual Debiasing for Visual Recognition With Causal Mechanisms 2022-01-01	코드 1
ADD-GCN	mAP 85.2	Attention-Driven Dynamic Graph Convolutional Network for Multi-Label Image Recognition 2020-12-05	코드 1
Q2L-R101(resolution 448)	mAP 84.9	Query2Label: A Simple Transformer Way to Multi-Label Classification 2021-07-22	코드 1 · 코드 2 · 코드 3
TDRG-R101(448×448)	mAP 84.6	Transformer-based Dual Relation Graph for Multi-label Image Recognition 2021-10-10	코드 1
MCAR (ResNet101, 576x576)	mAP 84.5	Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition 2020-07-03	코드 1
MS-CMA	mAP 83.8	Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification 2019-12-17	연결 없음
MCAR (ResNet101, 448x448)	mAP 83.8	Learning to Discover Multi-Class Attentional Regions for Multi-Label Image Recognition 2020-07-03	코드 1
KSSNet	mAP 83.7	Multi-Label Classification with Label Graph Superimposing 2019-11-21	코드 1 · 코드 2 · 코드 3