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CACD
Face Reconstruction on CACD
Metric: MAE (lower is better)
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Model name (A→Z)
#
Model
↕
MAE
▲
Extra Data
Paper
Date
↕
Code
1
MiVOLO-V2
3.89
Yes
Beyond Specialization: Assessing the Capabilitie...
2024-03-04
Code
2
ResNet-50-Cross-Entropy
3.96
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
3
ResNet-50-DLDL
3.96
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
4
ResNet-50-DLDL-v2
3.96
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
5
ResNet-50-SORD
3.96
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
6
FaRL+MLP
3.96
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
7
ResNet-50-OR-CNN
4.01
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
8
ResNet-50-Regression
4.06
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
9
ResNet-50-Mean-Variance
4.07
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
10
ResNet-50-Unimodal-Concentrated
4.1
Yes
A Call to Reflect on Evaluation Practices for Ag...
2023-07-10
Code
11
MWR
4.41
No
Moving Window Regression: A Novel Approach to Or...
2022-03-24
Code
12
RNDF
4.6
No
Facial age estimation by deep residual decision ...
2019-08-28
Code
13
CORAL
5.35
No
Rank consistent ordinal regression for neural ne...
2019-01-20
Code
#1
MiVOLO-V2
SOTA
3.89
MAE
· Extra Data
· 2024-03-04
Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation
Code
#2
ResNet-50-Cross-Entropy
SOTA
3.96
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#3
ResNet-50-DLDL
3.96
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#4
ResNet-50-DLDL-v2
3.96
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#5
ResNet-50-SORD
3.96
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#6
FaRL+MLP
3.96
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#7
ResNet-50-OR-CNN
SOTA
4.01
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#8
ResNet-50-Regression
SOTA
4.06
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#9
ResNet-50-Mean-Variance
SOTA
4.07
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#10
ResNet-50-Unimodal-Concentrated
SOTA
4.1
MAE
· Extra Data
· 2023-07-10
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark
Code
#11
MWR
SOTA
4.41
MAE
· 2022-03-24
Moving Window Regression: A Novel Approach to Ordinal Regression
Code
#12
RNDF
SOTA
4.6
MAE
· 2019-08-28
Facial age estimation by deep residual decision making
Code
#13
CORAL
SOTA
5.35
MAE
· 2019-01-20
Rank consistent ordinal regression for neural networks with application to age estimation
Code