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Benchmarks
3D-aware Image Synthesis on Cats (test)
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4.83
FID
CAMPARI+EG3D
3.5272
12.3211
21.115
29.9089
Nov 1, 2021
Jan 13, 2022
Mar 28, 2022
Jun 10, 2022
Aug 23, 2022
Nov 5, 2022
Jan 18, 2023
FID
IS
Depth Variance (Weighted)
Reconstruction Error
Jensen-Shannon Divergence
Updated 4d ago
Evaluation Results
Method
Method
Links
FID
IS
Depth Variance (Weighted)
Reconstruction Error
Jensen-Shannon Divergence
CAMPARI+EG3D
pose annotations=no
2023.01
4.83
-
-
-
0.74
PoF3D
pose annotations=no
2023.01
5.46
-
-
0.046
0.24
EG3D
pose annotations=yes
2023.01
5.56
-
-
0.042
-
GOF
Resolution=128 x 128 px
2021.11
14.1
2.48
4.28
-
-
GOF
Resolution=128 x 128 p...
2021.11
14.3
2.35
4.42
-
-
GOF
Resolution=128 x 128 p...
2021.11
16.1
1.92
6.06
-
-
pi-GAN
Resolution=128 x 128 px
2021.11
16.6
2.09
5.91
-
-
GRAF
Resolution=128 x 128 px
2021.11
28.6
1.65
5.47
-
-
CAMPARI
pose annotations=no
2023.01
37.4
-
-
0.05
0.6
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