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Benchmarks
Shape Space Learning on DFaust (test)
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0.568
Mean Distance (Reg vs Recon)
DiGS + n
0.44092
1.29871
2.1565
3.01429
Jun 21, 2021
Mean Distance (Reg vs Recon)
Median Distance (Reg vs Recon)
Mean Distance (Recon vs Reg)
Median Distance (Recon vs Reg)
Mean Distance (Scan vs Recon)
Median Distance (Scan vs Recon)
Mean Distance (Recon vs Scan)
Median Distance (Recon vs Scan)
Updated 4d ago
Evaluation Results
Method
Method
Links
Mean Distance (Reg vs Recon)
Median Distance (Reg vs Recon)
Mean Distance (Recon vs Reg)
Median Distance (Recon vs Reg)
Mean Distance (Scan vs Recon)
Median Distance (Scan vs Recon)
Mean Distance (Recon vs Scan)
Median Distance (Recon vs Scan)
DiGS + n
Normals supervision=true
2021.06
0.568
0.458
1.834
0.461
0.568
0.458
1.834
0.461
DiGS
Normals supervision=false
2021.06
0.856
0.707
12.318
9.202
0.856
0.707
12.319
9.204
IGR
Normals supervision=true
2021.06
1.053
0.509
4.916
0.54
1.054
0.509
4.916
0.54
IGR
Normals supervision=false
2021.06
3.745
2.687
12.149
9.027
3.745
2.687
12.147
9.026
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