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Models/OP-GAN

OP-GAN

Reported on 12 benchmarks across 4 tasks · 1 paper · 8 SOTA

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

Audio6 results

10-shot image generationonCOCO (Common Objects in Context)
FID· 2019-10-29
24.7
best: 5 (RAT-Diffusion)
SOTA
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
10-shot image generationonCOCO (Common Objects in Context)
SOA-C· 2019-10-29
35.85
best: 61.09 (Lafite)
SOTA
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
FID· 2019-10-29
24.7
best: 5 (RAT-Diffusion)
SOTA
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
SOA-C· 2019-10-29
35.85
best: 61.09 (Lafite)
SOTA
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
10-shot image generationonCOCO (Common Objects in Context)
Inception score· 2019-10-29
27.88
best: 34.67 (FuseDream (k=10, 256))
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
Inception score· 2019-10-29
27.88
best: 34.67 (FuseDream (k=10, 256))
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321

Medical3 results

Image GenerationonCOCO (Common Objects in Context)
FID· 2019-10-29
24.7
best: 5 (RAT-Diffusion)
SOTA
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
Image GenerationonCOCO (Common Objects in Context)
SOA-C· 2019-10-29
35.85
best: 61.09 (Lafite)
SOTA
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
Image GenerationonCOCO (Common Objects in Context)
Inception score· 2019-10-29
27.88
best: 34.67 (FuseDream (k=10, 256))
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321

Natural Language Processing3 results

Text-to-Image GenerationonCOCO (Common Objects in Context)
FID· 2019-10-29
24.7
best: 5 (RAT-Diffusion)
SOTA
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
Text-to-Image GenerationonCOCO (Common Objects in Context)
SOA-C· 2019-10-29
35.85
best: 61.09 (Lafite)
SOTA
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321
Text-to-Image GenerationonCOCO (Common Objects in Context)
Inception score· 2019-10-29
27.88
best: 34.67 (FuseDream (k=10, 256))
Semantic Object Accuracy for Generative Text-to-Image Synthesis arXiv:1910.13321