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아카이브 평가 17건 · 마지막 적재/변경 2026-10-30

원본 데이터셋 링크 1

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
CMKD	Accuracy 94.3	Unsupervised Domain Adaption Harnessing Vision-Language Pre-training 2024-04-19	코드 1
MCC+NWD	Accuracy 90.7	Reusing the Task-specific Classifier as a Discriminator: Discriminator-free Adversarial Domain Adaptation 2022-04-08	코드 1
GLOT-DR	Accuracy 90.4	Global-Local Regularization Via Distributional Robustness 2022-03-01	코드 1
SPL	Accuracy 90.3	Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling 2019-11-18	코드 1
DFA-SAFN	Accuracy 90.2	Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment 2020-06-23	코드 1
DADA	Accuracy 89.3	Dual Adversarial Domain Adaptation 2020-01-01	코드 1
DFA-ENT	Accuracy 89.1	Discriminative Feature Alignment: Improving Transferability of Unsupervised Domain Adaptation by Gaussian-guided Latent Alignment 2020-06-23	코드 1
MEDM	Accuracy 88.9	Entropy Minimization vs. Diversity Maximization for Domain Adaptation 2020-02-05	코드 1
IAFN+ENT	Accuracy 88.9	Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation 2018-11-19	코드 1 · 코드 2 · 코드 3
DDA	Accuracy 88.9	Transfer Learning with Dynamic Distribution Adaptation 2019-09-17	코드 1
ASAN	Accuracy 88.6	Bridging Adversarial and Statistical Domain Transfer via Spectral Adaptation Networks 2021-02-25	코드 1
CADA-P	Accuracy 88.3	Attending to Discriminative Certainty for Domain Adaptation 2019-06-08	코드 1
EasyTL	Accuracy 88.2	Easy Transfer Learning By Exploiting Intra-domain Structures 2019-04-02	코드 1
rRevGrad+CAT	Accuracy 80.7	Cluster Alignment with a Teacher for Unsupervised Domain Adaptation 2019-03-24	코드 1
IDDA (Alexnet)	Accuracy 80.6	Looking back at Labels: A Class based Domain Adaptation Technique 2019-04-02	코드 1
CAADA	Accuracy 80.2	Correlation-aware Adversarial Domain Adaptation and Generalization 2019-11-29	연결 없음
DAN	Accuracy 76.9	Learning Transferable Features with Deep Adaptation Networks 2015-02-10	코드 1 · 코드 2 · 코드 3 · 코드 4 · 코드 5