← Unsupervised Domain Adaptation
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.
| 모델 | 원본 지표·값 | 논문 | 구현 |
|---|---|---|---|
| EfficientNet-L2+RPL |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| EfficientNet-L2+ENT |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNeXt101 32x8d + DeepAug + Augmix + RPL |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNeXt101 32x8d + DeepAug + Augmix + ENT |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNeXt101+DeepAug+AugMix, BatchNorm Adaptation, full adaptation |
|
Improving robustness against common corruptions by covariate shift adaptation 2020-06-30 |
코드 1 · 코드 2 |
| ResNeXt101+DeepAug+AugMix, BatchNorm Adaptation, 8 samples |
|
Improving robustness against common corruptions by covariate shift adaptation 2020-06-30 |
코드 1 · 코드 2 |
| ResNeXt101 32x8d + IG-3.5B + ENT |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNeXt101 32x8d + IG-3.5B + RPL |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNeXt101 32x8d + RPL |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNeXt101 32x8d + ENT |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNet50+DeepAug+AugMix, BatchNorm Adaptation, full adaptation |
|
Improving robustness against common corruptions by covariate shift adaptation 2020-06-30 |
코드 1 · 코드 2 |
| ResNet50+DeepAug+AugMix, BatchNorm Adaptation, 8 samples |
|
Improving robustness against common corruptions by covariate shift adaptation 2020-06-30 |
코드 1 · 코드 2 |
| ResNet50 + RPL |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNet50 + ENT |
|
If your data distribution shifts, use self-learning 2021-04-27 |
코드 1 |
| ResNet50 (baseline), BatchNorm Adaptation, full adaptation |
|
Improving robustness against common corruptions by covariate shift adaptation 2020-06-30 |
코드 1 · 코드 2 |
| ResNet50 (baseline), BatchNorm Adaptation, 8 samples |
|
Improving robustness against common corruptions by covariate shift adaptation 2020-06-30 |
코드 1 · 코드 2 |