← Open-World Semi-Supervised Learning

Papers with Code · CC BY-SA 4.0

CIFAR-100

아카이브 평가 3건 · 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
TRSSL (ResNet-18)	Seen accuracy (10% Labeled) 68.5 Novel accuracy (10% Labeled) 52.1 All accuracy (10% Labeled) 60.3	Towards Realistic Semi-Supervised Learning 2022-07-05	코드 1
OpenLDN (ResNet-18)	Seen accuracy (10% Labeled) 55.0 Novel accuracy (10% Labeled) 40.0 All accuracy (10% Labeled) 47.7 Seen accuracy (50% Labeled) 73.5 Novel accuracy (50% Labeled) 46.8 All accuracy (50% Labeled) 60.1	OpenLDN: Learning to Discover Novel Classes for Open-World Semi-Supervised Learning 2022-07-05	코드 1
ORCA (ResNet-18)	Seen accuracy (10% Labeled) 52.5 Novel accuracy (10% Labeled) 31.8 All accuracy (10% Labeled) 38.6 Seen accuracy (50% Labeled) 66.9 Novel accuracy (50% Labeled) 43.0 All accuracy (50% Labeled) 48.1	Open-World Semi-Supervised Learning 2021-02-06	코드 1