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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
D-SAM-Λ (Resnet-18)	Average Accuracy 80.72	Domain Generalization with Domain-Specific Aggregation Modules 2018-09-28	연결 없음
CrossGrad (Resnet-18)	Average Accuracy 80.7	Generalizing Across Domains via Cross-Gradient Training 2018-04-28	코드 1
CSD (Resnet-18)	Average Accuracy 80.69	Efficient Domain Generalization via Common-Specific Low-Rank Decomposition 2020-03-28	코드 1 · 코드 2
JiGen (Resnet-18)	Average Accuracy 80.51	Domain Generalization by Solving Jigsaw Puzzles 2019-03-16	코드 1 · 코드 2
DADG (Resnet-18)	Average Accuracy 80.38	Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation 2020-11-01	코드 1 · 코드 2 · 코드 3
CCSA (Resnet-18)	Average Accuracy 79.4	Unified Deep Supervised Domain Adaptation and Generalization 2017-09-28	코드 1 · 코드 2 · 코드 3
DDEC (Alexnet)	Average Accuracy 79.15	Towards Shape Biased Unsupervised Representation Learning for Domain Generalization 2019-09-18	연결 없음
Deep All (Resnet-18)	Average Accuracy 79.05	Domain Generalization by Solving Jigsaw Puzzles 2019-03-16	코드 1 · 코드 2
Stylized (Alexnet)	Average Accuracy 77.31	Rethinking Domain Generalization Baselines 2021-01-22	연결 없음
MMD-AAE (Resnet-18)	Average Accuracy 77.0	Domain Generalization With Adversarial Feature Learning 2018-06-01	연결 없음
DGIS (Alexnet, Painting)	Average Accuracy 76.62	Frustratingly Simple Domain Generalization via Image Stylization 2020-06-19	코드 1 · 코드 2
RSC (AlexNet)	Average Accuracy 76.05	Self-Challenging Improves Cross-Domain Generalization 2020-07-05	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8
ER (Alexnet)	Average Accuracy 75.67	Domain Generalization via Entropy Regularization 2020-12-01	코드 1
SagNet (Alexnet)	Average Accuracy 75.52	Reducing Domain Gap by Reducing Style Bias 2019-10-25	코드 1 · 코드 2 · 코드 3
MASF (Alexnet)	Average Accuracy 75.21	Domain Generalization via Model-Agnostic Learning of Semantic Features 2019-10-29	코드 1
MMLD (Alexnet, k=3)	Average Accuracy 74.38	Domain Generalization Using a Mixture of Multiple Latent Domains 2019-11-18	코드 1 · 코드 2
Jigsaw+Rotation (Alexnet)	Average Accuracy 74.08	Self-Supervised Learning Across Domains 2020-07-24	연결 없음
G2DM (AlexNet)	Average Accuracy 73.55	Generalizing to unseen domains via distribution matching 2019-11-03	코드 1 · 코드 2
GLOT-DR	Average Accuracy 73.5	Global-Local Regularization Via Distributional Robustness 2022-03-01	코드 1
JiGen (Alexnet)	Average Accuracy 73.38	Domain Generalization by Solving Jigsaw Puzzles 2019-03-16	코드 1 · 코드 2
DMG (Alexnet)	Average Accuracy 73.32	Learning to Balance Specificity and Invariance for In and Out of Domain Generalization 2020-08-28	코드 1
MetaReg (Alexnet)	Average Accuracy 72.62	MetaReg: Towards Domain Generalization using Meta-Regularization 2018-12-01	연결 없음
DADG (AlexNet)	Average Accuracy 72.11	Discriminative Adversarial Domain Generalization with Meta-learning based Cross-domain Validation 2020-11-01	코드 1 · 코드 2 · 코드 3
PAR (Alexnet)	Average Accuracy 72.08	Learning Robust Global Representations by Penalizing Local Predictive Power 2019-05-29	코드 1 · 코드 2 · 코드 3 · 코드 4
Epi-FCR (Alexnet)	Average Accuracy 72.00	Episodic Training for Domain Generalization 2019-01-31	코드 1 · 코드 2
CAADG (Alexnet)	Average Accuracy 71.98	Correlation-aware Adversarial Domain Adaptation and Generalization 2019-11-29	연결 없음
Deep All (Alexnet)	Average Accuracy 71.52	Domain Generalization by Solving Jigsaw Puzzles 2019-03-16	코드 1 · 코드 2
D-SAM (Alexnet)	Average Accuracy 71.20	Domain Generalization with Domain-Specific Aggregation Modules 2018-09-28	연결 없음
VREx (Alexnet)	Average Accuracy 71.14	Out-of-Distribution Generalization via Risk Extrapolation (REx) 2020-03-02	코드 1 · 코드 2 · 코드 3 · 코드 4
RC (Alexnet)	Average Accuracy 70.53	Robust and Generalizable Visual Representation Learning via Random Convolutions 2020-07-25	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5