← Age Estimation

Papers with Code · CC BY-SA 4.0

UTKFace

아카이브 평가 14건 · 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.

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원본 기록 순서 · 순위 미부여
모델	원본 지표·값	논문	구현
MiVOLO-D1	MAE 3.7	MiVOLO: Multi-input Transformer for Age and Gender Estimation 2023-07-10	코드 1 · 코드 2
FaRL+MLP	MAE 3.87	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
VOLO-D1 age&gender	MAE 4.23	MiVOLO: Multi-input Transformer for Age and Gender Estimation 2023-07-10	코드 1 · 코드 2
ResNet-50-SORD	MAE 4.36	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
MWR	MAE 4.37	Moving Window Regression: A Novel Approach to Ordinal Regression 2022-03-24	코드 1
ResNet-50-Cross-Entropy	MAE 4.38	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
ResNet-50-DLDL	MAE 4.39	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
ResNet-50-OR-CNN	MAE 4.40	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
ResNet-50-DLDL-v2	MAE 4.42	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
ResNet-50-Mean-Variance	MAE 4.42	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
ResNet-50-Unimodal-Concentrated	MAE 4.47	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
Randomized Bins	MAE 4.55	Deep Ordinal Regression with Label Diversity 2020-06-29	코드 1
ResNet-50-Regression	MAE 4.72	A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark 2023-07-10	코드 1
CORAL	MAE 5.39	Rank consistent ordinal regression for neural networks with application to age estimation 2019-01-20	코드 1 · 코드 2 · 코드 3 · 코드 4