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Models/CoOp

CoOp

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 ReconstructiononMORPH Album2
MAE (16 shot)· 2021-09-02
3.23
best: 3.07 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Face ReconstructiononMORPH Album2
MAE (2 shot)· 2021-09-02
4.5
best: 4.36 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Face ReconstructiononMORPH Album2
MAE (4 shot)· 2021-09-02
3.81
best: 3.55 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Face ReconstructiononMORPH Album2
MAE (8 shot)· 2021-09-02
3.57
best: 3.31 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ReconstructiononMORPH Album2
MAE (16 shot)· 2021-09-02
3.23
best: 3.07 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ReconstructiononMORPH Album2
MAE (2 shot)· 2021-09-02
4.5
best: 4.36 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ReconstructiononMORPH Album2
MAE (4 shot)· 2021-09-02
3.81
best: 3.55 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ReconstructiononMORPH Album2
MAE (8 shot)· 2021-09-02
3.57
best: 3.31 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Age EstimationonMORPH Album2
MAE (16 shot)· 2021-09-02
3.23
best: 3.07 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Age EstimationonMORPH Album2
MAE (2 shot)· 2021-09-02
4.5
best: 4.36 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Age EstimationonMORPH Album2
MAE (4 shot)· 2021-09-02
3.81
best: 3.55 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Age EstimationonMORPH Album2
MAE (8 shot)· 2021-09-02
3.57
best: 3.31 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Face ReconstructiononMORPH Album2
MAE· 2021-09-02
5.09
best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ReconstructiononMORPH Album2
MAE· 2021-09-02
5.09
best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Age EstimationonMORPH Album2
MAE· 2021-09-02
5.09
best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
Learning to Prompt for Vision-Language Models arXiv:2109.01134

Music5 results

Facial Recognition and ModellingonMORPH Album2
MAE (16 shot)· 2021-09-02
3.23
best: 3.07 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Facial Recognition and ModellingonMORPH Album2
MAE (2 shot)· 2021-09-02
4.5
best: 4.36 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Facial Recognition and ModellingonMORPH Album2
MAE (4 shot)· 2021-09-02
3.81
best: 3.55 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Facial Recognition and ModellingonMORPH Album2
MAE (8 shot)· 2021-09-02
3.57
best: 3.31 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
Facial Recognition and ModellingonMORPH Album2
MAE· 2021-09-02
5.09
best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
Learning to Prompt for Vision-Language Models arXiv:2109.01134

Methodology5 results

3DonMORPH Album2
MAE (16 shot)· 2021-09-02
3.23
best: 3.07 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3DonMORPH Album2
MAE (2 shot)· 2021-09-02
4.5
best: 4.36 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3DonMORPH Album2
MAE (4 shot)· 2021-09-02
3.81
best: 3.55 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3DonMORPH Album2
MAE (8 shot)· 2021-09-02
3.57
best: 3.31 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3DonMORPH Album2
MAE· 2021-09-02
5.09
best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
Learning to Prompt for Vision-Language Models arXiv:2109.01134

Medical5 results

3D Face ModellingonMORPH Album2
MAE (16 shot)· 2021-09-02
3.23
best: 3.07 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ModellingonMORPH Album2
MAE (2 shot)· 2021-09-02
4.5
best: 4.36 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ModellingonMORPH Album2
MAE (4 shot)· 2021-09-02
3.81
best: 3.55 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ModellingonMORPH Album2
MAE (8 shot)· 2021-09-02
3.57
best: 3.31 (OrdinalCLIP)
SOTA
Learning to Prompt for Vision-Language Models arXiv:2109.01134
3D Face ModellingonMORPH Album2
MAE· 2021-09-02
5.09
best: 1.13 (Hierarchical Attention-based Age Estimation (RS))
Learning to Prompt for Vision-Language Models arXiv:2109.01134