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Subject

Benchmarks

Task NameDataset NameSOTA ResultTrend
Efficiency ReductionSubject D
Iteration Count-8.35
14
Efficiency ReductionSubject C
Loop Count-5.97
14
Efficiency ReductionSubject B
Iteration Loop Count0.04
14
Efficiency ReductionSubject A
Loop Count (I)-5.25
14
Face RestorationSubject A (test)
Identity Score73.1
6
3D Character Geometry ReconstructionSubject V6
Chamfer Distance2.993
6
3D Character Geometry ReconstructionSubject D5
Chamfer Distance4.512
6
3D Character Geometry ReconstructionSubject D2
Chamfer Distance2.842
6
Hand RelightingSubject 2 Both Hands
MSE4.5196
4
Hand RelightingSubject 2 (Left Hand)
MSE7.2598
4
Hand RelightingSubject 2 Right Hand
MSE5.7977
4
Hand RelightingSubject 1 Both Hands
MSE4.3474
4
Hand RelightingSubject 1 Left Hand
MSE5.96
4
Hand RelightingSubject 1 Right Hand
MSE5.4076
4
Facial Image RenderingSubject 5 (test)
Front MSE8.74
4
Facial Image RenderingSubject 1 (test)
Front MSE21.39
4
Neural Avatar SynthesisSubject S1 Novel Performance
PSNR39.75
2
Neural Avatar SynthesisSubject S3 Novel Light
PSNR33.73
2
Neural Avatar SynthesisSubject S2 Novel Light
PSNR32.2
2
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