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Models/D-ViT

D-ViT

Reported on 36 benchmarks across 6 tasks · 1 paper · 3 SOTA

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

Computer Vision18 results

Facial Landmark DetectiononWFLW
AUC@10 (inter-ocular)· 2024-11-08
63.7
SOTA
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Landmark DetectiononWFLW
FR@10 (inter-ocular)· 2024-11-08
1.76
SOTA
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Landmark DetectiononCOFW
NME (inter-pupil)· 2024-11-08
4.13
SOTA
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Landmark DetectiononWFLW
NME· 2024-11-08
3.75
best: 4.65 (ELD (EfficientNetV2B1))
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Landmark DetectiononWFLW
NME (inter-ocular)· 2024-11-08
3.75
best: 3.89 (FiFA)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Landmark Detectionon300W
NME· 2024-11-08
2.85
best: 8.23 (DEIL)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2024-11-08
63.7
best: 63.81 (SH-FAN)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2024-11-08
1.76
best: 35.24 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Face ReconstructiononWFLW
NME· 2024-11-08
3.75
best: 4.65 (ELD (EfficientNetV2B1))
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Face ReconstructiononWFLW
NME (inter-ocular)· 2024-11-08
3.75
best: 11.13 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Face Reconstructionon300W
NME· 2024-11-08
2.85
best: 8.23 (DEIL)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Face ReconstructiononCOFW
NME (inter-pupil)· 2024-11-08
4.13
best: 4.79 (SLPT)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ReconstructiononWFLW
AUC@10 (inter-ocular)· 2024-11-08
63.7
best: 63.81 (SH-FAN)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ReconstructiononWFLW
FR@10 (inter-ocular)· 2024-11-08
1.76
best: 35.24 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ReconstructiononWFLW
NME· 2024-11-08
3.75
best: 4.65 (ELD (EfficientNetV2B1))
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ReconstructiononWFLW
NME (inter-ocular)· 2024-11-08
3.75
best: 11.13 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face Reconstructionon300W
NME· 2024-11-08
2.85
best: 8.23 (DEIL)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ReconstructiononCOFW
NME (inter-pupil)· 2024-11-08
4.13
best: 4.79 (SLPT)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167

Music6 results

Facial Recognition and ModellingonWFLW
AUC@10 (inter-ocular)· 2024-11-08
63.7
best: 63.81 (SH-FAN)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Recognition and ModellingonWFLW
FR@10 (inter-ocular)· 2024-11-08
1.76
best: 35.24 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Recognition and ModellingonWFLW
NME· 2024-11-08
3.75
best: 4.65 (ELD (EfficientNetV2B1))
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Recognition and ModellingonWFLW
NME (inter-ocular)· 2024-11-08
3.75
best: 11.13 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Recognition and Modellingon300W
NME· 2024-11-08
2.85
best: 8.23 (DEIL)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
Facial Recognition and ModellingonCOFW
NME (inter-pupil)· 2024-11-08
4.13
best: 4.79 (SLPT)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167

Methodology6 results

3DonWFLW
AUC@10 (inter-ocular)· 2024-11-08
63.7
best: 63.81 (SH-FAN)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3DonWFLW
FR@10 (inter-ocular)· 2024-11-08
1.76
best: 35.24 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3DonWFLW
NME· 2024-11-08
3.75
best: 4.65 (ELD (EfficientNetV2B1))
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3DonWFLW
NME (inter-ocular)· 2024-11-08
3.75
best: 11.13 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3Don300W
NME· 2024-11-08
2.85
best: 8.23 (DEIL)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3DonCOFW
NME (inter-pupil)· 2024-11-08
4.13
best: 4.79 (SLPT)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167

Medical6 results

3D Face ModellingonWFLW
AUC@10 (inter-ocular)· 2024-11-08
63.7
best: 63.81 (SH-FAN)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ModellingonWFLW
FR@10 (inter-ocular)· 2024-11-08
1.76
best: 35.24 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ModellingonWFLW
NME· 2024-11-08
3.75
best: 4.65 (ELD (EfficientNetV2B1))
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ModellingonWFLW
NME (inter-ocular)· 2024-11-08
3.75
best: 11.13 (ESR)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face Modellingon300W
NME· 2024-11-08
2.85
best: 8.23 (DEIL)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167
3D Face ModellingonCOFW
NME (inter-pupil)· 2024-11-08
4.13
best: 4.79 (SLPT)
Cascaded Dual Vision Transformer for Accurate Facial Landmark Detection arXiv:2411.07167