← Generalized Few-Shot Learning

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아카이브 평가 5건 · 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
DRAGON	Per-Class Accuracy (1-shot) 41.0 Per-Class Accuracy (2-shots) 43.8 Per-Class Accuracy (5-shots) 46.7 Per-Class Accuracy (10-shots) 48.2	From Generalized zero-shot learning to long-tail with class descriptors 2020-04-05	코드 1
DA-VAE	Per-Class Accuracy (1-shot) 40.6 Per-Class Accuracy (2-shots) 43.0 Per-Class Accuracy (5-shots) 46.0 Per-Class Accuracy (10-shots) 47.6	Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders 2019-06-01	코드 1
CADA-VAE	Per-Class Accuracy (1-shot) 37.8 Per-Class Accuracy (2-shots) 41.4 Per-Class Accuracy (5-shots) 44.2 Per-Class Accuracy (10-shots) 45.8	Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders 2019-06-01	코드 1
CA-VAE	Per-Class Accuracy (1-shot) 37.8 Per-Class Accuracy (2-shots) 40.8 Per-Class Accuracy (5-shots) 43.6 Per-Class Accuracy (10-shots) 45.1	Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders 2019-06-01	코드 1
REVISE	Per-Class Accuracy (1-shot) 27.4 Per-Class Accuracy (2-shots) 33.4 Per-Class Accuracy (5-shots) 37.4 Per-Class Accuracy (10-shots) 40.8	Learning Robust Visual-Semantic Embeddings 2017-03-17	연결 없음