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Models/MHingeGAN

MHingeGAN

Reported on 8 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Medical4 results

Image GenerationonCIFAR-10
FID· 2019-12-09
7.5
best: 1.22 (GMem)
SOTA
cGANs with Multi-Hinge Loss arXiv:1912.04216
Image GenerationonCIFAR-10
Inception score· 2019-12-09
9.58
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
SOTA
cGANs with Multi-Hinge Loss arXiv:1912.04216
Image GenerationonCIFAR-100
Inception Score· 2019-12-09
14.36
SOTA
cGANs with Multi-Hinge Loss arXiv:1912.04216
Image GenerationonCIFAR-100
FID· 2019-12-09
17.3
best: 2.99 (LeCAM (StyleGAN2 + ADA))
cGANs with Multi-Hinge Loss arXiv:1912.04216

Computer Vision4 results

Conditional Image GenerationonCIFAR-10
FID· 2019-12-09
7.5
best: 1.64 (EDM-G++ (conditional))
SOTA
cGANs with Multi-Hinge Loss arXiv:1912.04216
Conditional Image GenerationonCIFAR-10
Inception score· 2019-12-09
9.58
best: 10.51 (StyleGAN2 + DiffAugment + D2D-CE)
SOTA
cGANs with Multi-Hinge Loss arXiv:1912.04216
Conditional Image GenerationonCIFAR-100
Inception Score· 2019-12-09
14.36
SOTA
cGANs with Multi-Hinge Loss arXiv:1912.04216
Conditional Image GenerationonCIFAR-100
FID· 2019-12-09
17.3
best: 3.86 (DLSM)
cGANs with Multi-Hinge Loss arXiv:1912.04216