Conditional Image Generation On Cifar 10

المقاييس

FID

Intra-FID

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج	FID	Intra-FID	Paper Title	Repository
ADC-GAN	5.66	40.45	Conditional GANs with Auxiliary Discriminative Classifier	-
Projection Discriminator	17.5	-	cGANs with Projection Discriminator	-
DLSM	2.25	-	Denoising Likelihood Score Matching for Conditional Score-based Data Generation	-
FQ-GAN	5.34	-	Feature Quantization Improves GAN Training	-
StyleGAN2-ADA	2.42	-	Training Generative Adversarial Networks with Limited Data	-
MIX-MHingeGAN	3.6	-	Lessons Learned from the Training of GANs on Artificial Datasets	-
Improved GAN	-	-	Improved Techniques for Training GANs	-
WGAN-GP	-	-	Improved Training of Wasserstein GANs	-
StyleGAN2 + DiffAugment + D2D-CE	2.26	-	Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training	-
DCGAN	-	-	Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks	-
SGAN	-	-	Stacked Generative Adversarial Networks	-
aw-BigGAN	6.89	-	Adaptive Weighted Discriminator for Training Generative Adversarial Networks	-
ContraGAN	10.30	-	ContraGAN: Contrastive Learning for Conditional Image Generation	-
aw-SN-GAN	8.03	-	Adaptive Weighted Discriminator for Training Generative Adversarial Networks	-
EGAN-Ent-VI	-	-	Calibrating Energy-based Generative Adversarial Networks	-
CR-BigGAN	11.67	-	Consistency Regularization for Generative Adversarial Networks	-
SteinGAN	-	-	Learning to Draw Samples: With Application to Amortized MLE for Generative Adversarial Learning	-
Splitting GAN	-	-	Class-Splitting Generative Adversarial Networks	-
ProdPoly no activation functions	36.77	-	Deep Polynomial Neural Networks	-
BigGAN	14.73	-	Large Scale GAN Training for High Fidelity Natural Image Synthesis	-

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