Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/MiVOLO-D1

MiVOLO-D1

Reported on 59 benchmarks across 8 tasks · 1 paper · 59 SOTA

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

Computer Vision27 results

Face ReconstructiononLAGENDA
MAE· uses extra data· 2023-07-10
3.99
best: 3.65 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononAgeDB
MAE· uses extra data· 2023-07-10
5.55
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononIMDB-Clean
Average mean absolute error· uses extra data· 2023-07-10
4.09
best: 3.97 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononUTKFace
MAE· uses extra data· 2023-07-10
3.7
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononAgeDB
Accuracy· uses extra data· 2023-07-10
98.3
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononLAGENDA
Accuracy· uses extra data· 2023-07-10
97.36
best: 97.99 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononFairFace
age-top1· uses extra data· 2023-07-10
61.07
best: 62.28 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononFairFace
gender-top1· uses extra data· 2023-07-10
95.73
best: 97.5 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononAdience Gender
Accuracy (5-fold)· uses extra data· 2023-07-10
96.51
best: 97.39 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Face ReconstructiononAdience Age
Accuracy (5-fold)· uses extra data· 2023-07-10
68.69
best: 84.91 (ViT-hSeq)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononLAGENDA
MAE· uses extra data· 2023-07-10
3.99
best: 3.65 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononAgeDB
MAE· uses extra data· 2023-07-10
5.55
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononIMDB-Clean
Average mean absolute error· uses extra data· 2023-07-10
4.09
best: 3.97 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononUTKFace
MAE· uses extra data· 2023-07-10
3.7
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononAgeDB
Accuracy· uses extra data· 2023-07-10
98.3
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononLAGENDA
Accuracy· uses extra data· 2023-07-10
97.36
best: 97.99 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononFairFace
age-top1· uses extra data· 2023-07-10
61.07
best: 62.28 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononFairFace
gender-top1· uses extra data· 2023-07-10
95.73
best: 97.5 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononAdience Gender
Accuracy (5-fold)· uses extra data· 2023-07-10
96.51
best: 97.39 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ReconstructiononAdience Age
Accuracy (5-fold)· uses extra data· 2023-07-10
68.69
best: 84.91 (ViT-hSeq)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Age and Gender EstimationonLAGENDA gender
Accuracy· uses extra data· 2023-07-10
97.36
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Age and Gender EstimationonLAGENDA age
CS@5· uses extra data· 2023-07-10
71.27
best: 74.48 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Age and Gender EstimationonLAGENDA age
MAE· uses extra data· 2023-07-10
3.99
best: 3.65 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Age EstimationonLAGENDA
MAE· uses extra data· 2023-07-10
3.99
best: 3.65 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Age EstimationonAgeDB
MAE· uses extra data· 2023-07-10
5.55
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Age EstimationonIMDB-Clean
Average mean absolute error· uses extra data· 2023-07-10
4.09
best: 3.97 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Age EstimationonUTKFace
MAE· uses extra data· 2023-07-10
3.7
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616

Music10 results

Facial Recognition and ModellingonLAGENDA
MAE· uses extra data· 2023-07-10
3.99
best: 3.65 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonAgeDB
MAE· uses extra data· 2023-07-10
5.55
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonIMDB-Clean
Average mean absolute error· uses extra data· 2023-07-10
4.09
best: 3.97 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonUTKFace
MAE· uses extra data· 2023-07-10
3.7
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonAgeDB
Accuracy· uses extra data· 2023-07-10
98.3
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonLAGENDA
Accuracy· uses extra data· 2023-07-10
97.36
best: 97.99 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonFairFace
age-top1· uses extra data· 2023-07-10
61.07
best: 62.28 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonFairFace
gender-top1· uses extra data· 2023-07-10
95.73
best: 97.5 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonAdience Gender
Accuracy (5-fold)· uses extra data· 2023-07-10
96.51
best: 97.39 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Facial Recognition and ModellingonAdience Age
Accuracy (5-fold)· uses extra data· 2023-07-10
68.69
best: 84.91 (ViT-hSeq)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616

Methodology10 results

3DonLAGENDA
MAE· uses extra data· 2023-07-10
3.99
best: 3.65 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonAgeDB
MAE· uses extra data· 2023-07-10
5.55
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonIMDB-Clean
Average mean absolute error· uses extra data· 2023-07-10
4.09
best: 3.97 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonUTKFace
MAE· uses extra data· 2023-07-10
3.7
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonAgeDB
Accuracy· uses extra data· 2023-07-10
98.3
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonLAGENDA
Accuracy· uses extra data· 2023-07-10
97.36
best: 97.99 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonFairFace
age-top1· uses extra data· 2023-07-10
61.07
best: 62.28 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonFairFace
gender-top1· uses extra data· 2023-07-10
95.73
best: 97.5 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonAdience Gender
Accuracy (5-fold)· uses extra data· 2023-07-10
96.51
best: 97.39 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3DonAdience Age
Accuracy (5-fold)· uses extra data· 2023-07-10
68.69
best: 84.91 (ViT-hSeq)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616

Medical10 results

3D Face ModellingonLAGENDA
MAE· uses extra data· 2023-07-10
3.99
best: 3.65 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonAgeDB
MAE· uses extra data· 2023-07-10
5.55
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonIMDB-Clean
Average mean absolute error· uses extra data· 2023-07-10
4.09
best: 3.97 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonUTKFace
MAE· uses extra data· 2023-07-10
3.7
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonAgeDB
Accuracy· uses extra data· 2023-07-10
98.3
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonLAGENDA
Accuracy· uses extra data· 2023-07-10
97.36
best: 97.99 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonFairFace
age-top1· uses extra data· 2023-07-10
61.07
best: 62.28 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonFairFace
gender-top1· uses extra data· 2023-07-10
95.73
best: 97.5 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonAdience Gender
Accuracy (5-fold)· uses extra data· 2023-07-10
96.51
best: 97.39 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
3D Face ModellingonAdience Age
Accuracy (5-fold)· uses extra data· 2023-07-10
68.69
best: 84.91 (ViT-hSeq)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616

Natural Language Processing2 results

Age And Gender ClassificationonAdience Gender
Accuracy (5-fold)· uses extra data· 2023-07-10
96.51
best: 97.39 (MiVOLO-V2)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616
Age And Gender ClassificationonAdience Age
Accuracy (5-fold)· uses extra data· 2023-07-10
68.69
best: 84.91 (ViT-hSeq)
SOTA
MiVOLO: Multi-input Transformer for Age and Gender Estimation arXiv:2307.04616