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아카이브 평가 133건 · 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
GroupDRO (Resnet-50, DomainBed)	Average Accuracy 84.4	Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization 2019-11-20	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
MDG-Hybrid (Resnet-18)	Average Accuracy 84.35	Domain Generalization using Causal Matching 2020-06-12	코드 1
Stylized (Resnet-18)	Average Accuracy 84.32	Rethinking Domain Generalization Baselines 2021-01-22	연결 없음
NAS-OoD (R	Average Accuracy 84.23	NAS-OoD: Neural Architecture Search for Out-of-Distribution Generalization 2021-09-05	코드 1
SEDGE	Average Accuracy 84.1	Domain Generalization using Pretrained Models without Fine-tuning 2022-03-09	연결 없음
MixStyle (Resnet-18)	Average Accuracy 83.7	Domain Generalization with MixStyle 2021-04-05	코드 1 · 코드 2 · 코드 3
SelfReg (Resnet-50)	Average Accuracy 83.62	SelfReg: Self-supervised Contrastive Regularization for Domain Generalization 2021-04-20	코드 1 · 코드 2
MetaReg (Resnet-50)	Average Accuracy 83.6	MetaReg: Towards Domain Generalization using Meta-Regularization 2018-12-01	연결 없음
DMG (Resnet-50)	Average Accuracy 83.37	Learning to Balance Specificity and Invariance for In and Out of Domain Generalization 2020-08-28	코드 1
G2DM (ResNet-18)	Average Accuracy 83.34	Generalizing to unseen domains via distribution matching 2019-11-03	코드 1 · 코드 2
SagNet (Resnet-18)	Average Accuracy 83.25	Reducing Domain Gap by Reducing Style Bias 2019-10-25	코드 1 · 코드 2 · 코드 3
BNE (ResNet-18)	Average Accuracy 83.1	Batch Normalization Embeddings for Deep Domain Generalization 2020-11-25	연결 없음
DDAIG (Resnet-18)	Average Accuracy 83.1	Deep Domain-Adversarial Image Generation for Domain Generalisation 2020-03-12	연결 없음
L2A-OT (Resnet-18)	Average Accuracy 82.8	Learning to Generate Novel Domains for Domain Generalization 2020-07-07	코드 1
MASF (Resnet-50)	Average Accuracy 82.67	Domain Generalization via Model-Agnostic Learning of Semantic Features 2019-10-29	코드 1
CDANN (Resnet-50, DomainBed)	Average Accuracy 82.6	Deep Domain Generalization via Conditional Invariant Adversarial Networks 2018-09-01	연결 없음
DecAug (Resnet-18)	Average Accuracy 82.4	DecAug: Augmenting HOI Detection via Decomposition 2020-10-02	연결 없음
DecAug (Resnet-18)	Average Accuracy 82.39	DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation 2020-12-17	코드 1
SagNet (Resnet-50)	Average Accuracy 82.3	Reducing Domain Gap by Reducing Style Bias 2019-10-25	코드 1 · 코드 2 · 코드 3
EISNet (Resnet-18)	Average Accuracy 82.15	Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization 2020-07-18	연결 없음
MMLD (Resnet-18, k=2)	Average Accuracy 81.83	Domain Generalization Using a Mixture of Multiple Latent Domains 2019-11-18	코드 1 · 코드 2
FAR (Resnet-18)	Average Accuracy 81.7	Feature Alignment and Restoration for Domain Generalization and Adaptation 2020-06-22	연결 없음
MetaReg (Resnet-18)	Average Accuracy 81.7	MetaReg: Towards Domain Generalization using Meta-Regularization 2018-12-01	연결 없음
CuMix (Resnet-18)	Average Accuracy 81.6	Towards Recognizing Unseen Categories in Unseen Domains 2020-07-23	코드 1
Epi-FCR (Resnet-18)	Average Accuracy 81.5	Episodic Training for Domain Generalization 2019-01-31	코드 1 · 코드 2
S-MLDG (Resnet-18)	Average Accuracy 81.5	Sequential Learning for Domain Generalization 2020-04-03	연결 없음
DMG (Resnet-18)	Average Accuracy 81.46	Learning to Balance Specificity and Invariance for In and Out of Domain Generalization 2020-08-28	코드 1
Jigsaw+Rotation (Resnet-18)	Average Accuracy 81.41	Self-Supervised Learning Across Domains 2020-07-24	연결 없음
ER (Resnet-18)	Average Accuracy 81.38	Domain Generalization via Entropy Regularization 2020-12-01	코드 1
MASF (Resnet-18)	Average Accuracy 81.04	Domain Generalization via Model-Agnostic Learning of Semantic Features 2019-10-29	코드 1