← Long-tail Learning

Papers with Code · CC BY-SA 4.0

NIH-CXR-LT

아카이브 평가 15건 · 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
Decoupling (cRT)	Balanced Accuracy 0.294	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Reweighted LDAM-DRW	Balanced Accuracy 0.289	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Class-balanced LDAM-DRW	Balanced Accuracy 0.281	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Reweighted LDAM	Balanced Accuracy 0.279	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Class-Balanced Softmax	Balanced Accuracy 0.269	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Reweighted Softmax	Balanced Accuracy 0.260	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Class-balanced LDAM	Balanced Accuracy 0.235	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Class-Balanced Focal Loss	Balanced Accuracy 0.232	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Decoupling (tau-norm)	Balanced Accuracy 0.214	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Reweighted Focal Loss	Balanced Accuracy 0.197	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
LDAM	Balanced Accuracy 0.178	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Balanced-MixUp	Balanced Accuracy 0.155	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Focal Loss	Balanced Accuracy 0.122	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
MixUp	Balanced Accuracy 0.118	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1
Softmax	Balanced Accuracy 0.115	Long-Tailed Classification of Thorax Diseases on Chest X-Ray: A New Benchmark Study 2022-08-29	코드 1