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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
SWAD (ResNet-50)	Average Accuracy 88.1	SWAD: Domain Generalization by Seeking Flat Minima 2021-02-17	코드 1 · 코드 2 · 코드 3 · 코드 4
GMoE-S/16	Average Accuracy 88.1	Sparse Mixture-of-Experts are Domain Generalizable Learners 2022-06-08	코드 1 · 코드 2
QT-DoG (ResNet-50)	Average Accuracy 87.89	QT-DoG: Quantization-aware Training for Domain Generalization 2024-10-08	코드 1
DDG	Average Accuracy 87.87	Dynamic Domain Generalization 2022-05-27	코드 1
RSC (ResNet-50)	Average Accuracy 87.83	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
WAKD (DeiT-Ti)	Average Accuracy 87.6	Weight Averaging Improves Knowledge Distillation under Domain Shift 2023-09-20	코드 1
MDG-Hybrid (ResNet-50)	Average Accuracy 87.52	Domain Generalization using Causal Matching 2020-06-12	코드 1
DREAME	Average Accuracy 87.35	Automated Domain Discovery from Multiple Sources to Improve Zero-Shot Generalization 2021-12-17	코드 1
D-Triplet(Resnet-50)	Average Accuracy 87.3	Domain-aware Triplet loss in Domain Generalization 2023-03-01	코드 1
AdaClust (ResNet-50)	Average Accuracy 87.0	Adaptive Methods for Aggregated Domain Generalization 2021-12-09	코드 1
Fishr(ResNet-50,DomainBed)	Average Accuracy 86.9	Fishr: Invariant Gradient Variances for Out-of-Distribution Generalization 2021-09-07	코드 1 · 코드 2
Meta-DMoE (ResNet-50)	Average Accuracy 86.9	Meta-DMoE: Adapting to Domain Shift by Meta-Distillation from Mixture-of-Experts 2022-10-08	코드 1
POEM	Average Accuracy 86.7	POEM: Polarization of Embeddings for Domain-Invariant Representations 2023-05-22	코드 1
DSON (Resnet-50)	Average Accuracy 86.64	Learning to Optimize Domain Specific Normalization for Domain Generalization 2019-07-09	연결 없음
STEAM (Resnet-18)	Average Accuracy 86.6	A Style and Semantic Memory Mechanism for Domain Generalization 2021-12-14	연결 없음
WAKD (Resnet-18)	Average Accuracy 86.6	Weight Averaging Improves Knowledge Distillation under Domain Shift 2023-09-20	코드 1
XDED (ResNet-18)	Average Accuracy 86.4	Cross Domain Ensemble Distillation for Domain Generalization 2021-09-29	연결 없음
XDED (ResNet-18)	Average Accuracy 86.4	Cross-Domain Ensemble Distillation for Domain Generalization 2022-11-25	코드 1
EISNet (Resnet-50)	Average Accuracy 85.84	Learning from Extrinsic and Intrinsic Supervisions for Domain Generalization 2020-07-18	연결 없음
GMDG (ResNet-50)	Average Accuracy 85.6	Rethinking Multi-domain Generalization with A General Learning Objective 2024-02-29	코드 1 · 코드 2
ERM (Resnet-50, DomainBed)	Average Accuracy 85.50	In Search of Lost Domain Generalization 2020-07-02	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5 · 코드 6 · 코드 7 · 코드 8 · 코드 9 · 코드 10 · 코드 11 · 코드 12
ER (Resnet-50)	Average Accuracy 85.34	Domain Generalization via Entropy Regularization 2020-12-01	코드 1
RSC (Resnet-50, DomainBed)	Average Accuracy 85.2	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
RSC (Resnet-18)	Average Accuracy 85.15	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
DSON (Resnet-18)	Average Accuracy 85.11	Learning to Optimize Domain Specific Normalization for Domain Generalization 2019-07-09	연결 없음
StableNet (ResNet-18)	Average Accuracy 84.69	Deep Stable Learning for Out-Of-Distribution Generalization 2021-04-16	코드 1 · 코드 2
DGIS (Resnet-18, Painting)	Average Accuracy 84.64	Frustratingly Simple Domain Generalization via Image Stylization 2020-06-19	코드 1 · 코드 2
MMD-AAE (Resnet-50, DomainBed)	Average Accuracy 84.6	Domain Generalization With Adversarial Feature Learning 2018-06-01	연결 없음
Mixup (Resnet-50, DomainBed)	Average Accuracy 84.6	Improve Unsupervised Domain Adaptation with Mixup Training 2020-01-03	코드 1
DDEC (Resnet-18)	Average Accuracy 84.46	Towards Shape Biased Unsupervised Representation Learning for Domain Generalization 2019-09-18	연결 없음