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Models/ResNet-50-OR-CNN

ResNet-50-OR-CNN

Reported on 30 benchmarks across 6 tasks · 1 paper · 24 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision15 results

Face ReconstructiononAgeDB
MAE· uses extra data· 2023-07-10
5.78
best: 5.55 (MiVOLO-D1)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Face ReconstructiononAFAD
MAE· uses extra data· 2023-07-10
3.16
best: 3.12 (FaRL+MLP)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Face ReconstructiononCACD
MAE· uses extra data· 2023-07-10
4.01
best: 3.89 (MiVOLO-V2)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Face ReconstructiononMORPH Album2 (SE)
MAE· uses extra data· 2023-07-10
2.83
best: 2.78 (ResNet-50-Unimodal-Concentrated)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ReconstructiononAgeDB
MAE· uses extra data· 2023-07-10
5.78
best: 5.55 (MiVOLO-D1)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ReconstructiononAFAD
MAE· uses extra data· 2023-07-10
3.16
best: 3.12 (FaRL+MLP)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ReconstructiononCACD
MAE· uses extra data· 2023-07-10
4.01
best: 3.89 (MiVOLO-V2)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ReconstructiononMORPH Album2 (SE)
MAE· uses extra data· 2023-07-10
2.83
best: 2.78 (ResNet-50-Unimodal-Concentrated)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Age EstimationonAgeDB
MAE· uses extra data· 2023-07-10
5.78
best: 5.55 (MiVOLO-D1)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Age EstimationonAFAD
MAE· uses extra data· 2023-07-10
3.16
best: 3.12 (FaRL+MLP)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Age EstimationonCACD
MAE· uses extra data· 2023-07-10
4.01
best: 3.89 (MiVOLO-V2)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Age EstimationonMORPH Album2 (SE)
MAE· uses extra data· 2023-07-10
2.83
best: 2.78 (ResNet-50-Unimodal-Concentrated)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Face ReconstructiononUTKFace
MAE· uses extra data· 2023-07-10
4.4
best: 3.7 (MiVOLO-D1)
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ReconstructiononUTKFace
MAE· uses extra data· 2023-07-10
4.4
best: 3.7 (MiVOLO-D1)
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Age EstimationonUTKFace
MAE· uses extra data· 2023-07-10
4.4
best: 3.7 (MiVOLO-D1)
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570

Music5 results

Facial Recognition and ModellingonAgeDB
MAE· uses extra data· 2023-07-10
5.78
best: 5.55 (MiVOLO-D1)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Facial Recognition and ModellingonAFAD
MAE· uses extra data· 2023-07-10
3.16
best: 3.12 (FaRL+MLP)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Facial Recognition and ModellingonCACD
MAE· uses extra data· 2023-07-10
4.01
best: 3.89 (MiVOLO-V2)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Facial Recognition and ModellingonMORPH Album2 (SE)
MAE· uses extra data· 2023-07-10
2.83
best: 2.78 (ResNet-50-Unimodal-Concentrated)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
Facial Recognition and ModellingonUTKFace
MAE· uses extra data· 2023-07-10
4.4
best: 3.7 (MiVOLO-D1)
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570

Methodology5 results

3DonAgeDB
MAE· uses extra data· 2023-07-10
5.78
best: 5.55 (MiVOLO-D1)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3DonAFAD
MAE· uses extra data· 2023-07-10
3.16
best: 3.12 (FaRL+MLP)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3DonCACD
MAE· uses extra data· 2023-07-10
4.01
best: 3.89 (MiVOLO-V2)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3DonMORPH Album2 (SE)
MAE· uses extra data· 2023-07-10
2.83
best: 2.78 (ResNet-50-Unimodal-Concentrated)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3DonUTKFace
MAE· uses extra data· 2023-07-10
4.4
best: 3.7 (MiVOLO-D1)
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570

Medical5 results

3D Face ModellingonAgeDB
MAE· uses extra data· 2023-07-10
5.78
best: 5.55 (MiVOLO-D1)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ModellingonAFAD
MAE· uses extra data· 2023-07-10
3.16
best: 3.12 (FaRL+MLP)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ModellingonCACD
MAE· uses extra data· 2023-07-10
4.01
best: 3.89 (MiVOLO-V2)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ModellingonMORPH Album2 (SE)
MAE· uses extra data· 2023-07-10
2.83
best: 2.78 (ResNet-50-Unimodal-Concentrated)
SOTA
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570
3D Face ModellingonUTKFace
MAE· uses extra data· 2023-07-10
4.4
best: 3.7 (MiVOLO-D1)
A Call to Reflect on Evaluation Practices for Age Estimation: Comparative Analysis of the State-of-the-Art and a Unified Benchmark arXiv:2307.04570