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What metrics were used to measure the ADM (dropout) model in the Diffusion Models Beat GANs on Image Synthesis paper on the LSUN Cat 256 x 256 dataset?
FID, Clean-FID (trainfull)
What metrics were used to measure the Polarity-StyleGAN2 model in the Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values paper on the LSUN Cat 256 x 256 dataset?
FID, Clean-FID (trainfull)
What metrics were used to measure the StyleGAN2 model in the Analyzing and Improving the Image Quality of StyleGAN paper on the LSUN Cat 256 x 256 dataset?
FID, Clean-FID (trainfull)
What metrics were used to measure the Denoising Diffusion Probabilistic Model model in the Denoising Diffusion Probabilistic Models paper on the LSUN Cat 256 x 256 dataset?
FID, Clean-FID (trainfull)
What metrics were used to measure the PGGAN model in the Progressive Growing of GANs for Improved Quality, Stability, and Variation paper on the LSUN Cat 256 x 256 dataset?
FID, Clean-FID (trainfull)
What metrics were used to measure the StyleGAN model in the A Style-Based Generator Architecture for Generative Adversarial Networks paper on the LSUN Cat 256 x 256 dataset?
FID, Clean-FID (trainfull)
What metrics were used to measure the DDPM-IP model in the Input Perturbation Reduces Exposure Bias in Diffusion Models paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the STDDPM-G++ model in the Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the Diffusion StyleGAN2 model in the Diffusion-GAN: Training GANs with Diffusion paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the INDM (VP, FID) model in the Maximum Likelihood Training of Implicit Nonlinear Diffusion Models paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the Patch Diffusion model in the Patch Diffusion: Faster and More Data-Efficient Training of Diffusion Models paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the Soft Diffusion (Blur + Noise) model in the Soft Diffusion: Score Matching for General Corruptions paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the DDPM++ (VP, FID) + ST model in the Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the SciRE-Solver model in the SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the INDM (VE, FID) model in the Maximum Likelihood Training of Implicit Nonlinear Diffusion Models paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the PNDM model in the Pseudo Numerical Methods for Diffusion Models on Manifolds paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the DDPM++ (VP, NLL) + ST model in the Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the Blackout Diffusion model in the Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the BigGAN-OBRS model in the Optimal Budgeted Rejection Sampling for Generative Models paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the DiffuseVAE model in the DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the NCP-VAE model in the A Contrastive Learning Approach for Training Variational Autoencoder Priors paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the C^3G-NeRF model in the Class-Continuous Conditional Generative Neural Radiance Field paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the EBM-DRL (T6) model in the Learning Energy-Based Models by Diffusion Recovery Likelihood paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the PR-BigGAN - Recall model in the Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the HDCGAN model in the High-Resolution Deep Convolutional Generative Adversarial Networks paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the FCE model in the Flow Contrastive Estimation of Energy-Based Models paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the TransGAN-XL model in the TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the PeerGAN model in the DuelGAN: A Duel Between Two Discriminators Stabilizes the GAN Training paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the PR-BigGAN - Precision model in the Precision-Recall Divergence Optimization for Generative Modeling with GANs and Normalizing Flows paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the BEGAN-CS model in the Escaping from Collapsing Modes in a Constrained Space paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the PAE model in the Probabilistic Autoencoder paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the Feature Alignment model in the Feature Alignment as a Generative Process paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the Efficient-VDVAE model in the Efficient-VDVAE: Less is more paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the CR-NVAE model in the Consistency Regularization for Variational Auto-Encoders paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the UNCSN++ (RVE) + ST model in the Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the DenseFlow-74-10 model in the Densely connected normalizing flows paper on the CelebA 64x64 dataset?
FID, bits/dimension, Precision, Recall
What metrics were used to measure the Vision-aided GAN model in the Ensembling Off-the-shelf Models for GAN Training paper on the AFHQ Wild dataset?
clean-KID, clean-FID, FID, MAE Signature, MAE log-signature, RMSE Signature, RMSE log-signature
What metrics were used to measure the StyleGAN2-ADA model in the Training Generative Adversarial Networks with Limited Data paper on the AFHQ Wild dataset?
clean-KID, clean-FID, FID, MAE Signature, MAE log-signature, RMSE Signature, RMSE log-signature
What metrics were used to measure the Diffusion InsGen model in the Diffusion-GAN: Training GANs with Diffusion paper on the AFHQ Wild dataset?
clean-KID, clean-FID, FID, MAE Signature, MAE log-signature, RMSE Signature, RMSE log-signature
What metrics were used to measure the Projected GAN model in the Projected GANs Converge Faster paper on the AFHQ Wild dataset?
clean-KID, clean-FID, FID, MAE Signature, MAE log-signature, RMSE Signature, RMSE log-signature
What metrics were used to measure the Stylegan2-ada (NVIDIA pre-trained) model in the Signature and Log-signature for the Study of Empirical Distributions Generated with GANs paper on the AFHQ Wild dataset?
clean-KID, clean-FID, FID, MAE Signature, MAE log-signature, RMSE Signature, RMSE log-signature
What metrics were used to measure the StyleGAN-XL model in the StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the Polarity-StyleGAN2 model in the Polarity Sampling: Quality and Diversity Control of Pre-Trained Generative Networks via Singular Values paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the MaGNET-StyleGAN2 model in the MaGNET: Uniform Sampling from Deep Generative Network Manifolds Without Retraining paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the StyleGAN3-T model in the Alias-Free Generative Adversarial Networks paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the Diffusion StyleGAN2 model in the Diffusion-GAN: Training GANs with Diffusion paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the StyleGAN2 model in the Analyzing and Improving the Image Quality of StyleGAN paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the StyleGAN3-R model in the Alias-Free Generative Adversarial Networks paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the FQ-GAN model in the Feature Quantization Improves GAN Training paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the StyleGAN2 ADA+bCR model in the Training Generative Adversarial Networks with Limited Data paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the SWAGAN-Bi model in the SWAGAN: A Style-based Wavelet-driven Generative Model paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the StyleNAT model in the StyleNAT: Giving Each Head a New Perspective paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the StyleGAN model in the A Style-Based Generator Architecture for Generative Adversarial Networks paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the StyleSwin model in the StyleSwin: Transformer-based GAN for High-resolution Image Generation paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the MSG-StyleGAN model in the MSG-GAN: Multi-Scale Gradients for Generative Adversarial Networks paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the HiT-B model in the Improved Transformer for High-Resolution GANs paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the CIPS model in the Image Generators with Conditionally-Independent Pixel Synthesis paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the StyleALAE model in the Adversarial Latent Autoencoders paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the Efficient-VDVAE model in the Efficient-VDVAE: Less is more paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the Very Deep VAE model in the Very Deep VAEs Generalize Autoregressive Models and Can Outperform Them on Images paper on the FFHQ 1024 x 1024 dataset?
FID, bits/dimension
What metrics were used to measure the AstroDDPM model in the Realistic galaxy image simulation via score-based generative models paper on the SDSS Galaxies dataset?
FID
What metrics were used to measure the SinDiffusion model in the SinDiffusion: Learning a Diffusion Model from a Single Natural Image paper on the Places50 dataset?
LPIPS, SIFID
What metrics were used to measure the ConSinGAN model in the SinDiffusion: Learning a Diffusion Model from a Single Natural Image paper on the Places50 dataset?
LPIPS, SIFID
What metrics were used to measure the SinGan model in the SinDiffusion: Learning a Diffusion Model from a Single Natural Image paper on the Places50 dataset?
LPIPS, SIFID
What metrics were used to measure the GPNN model in the SinDiffusion: Learning a Diffusion Model from a Single Natural Image paper on the Places50 dataset?
LPIPS, SIFID
What metrics were used to measure the ExSinGAN model in the SinDiffusion: Learning a Diffusion Model from a Single Natural Image paper on the Places50 dataset?
LPIPS, SIFID
What metrics were used to measure the StyeGAN2 + NoisyTwins model in the NoisyTwins: Class-Consistent and Diverse Image Generation through StyleGANs paper on the iNaturalist 2019 dataset?
FID
What metrics were used to measure the BigGAN + gSR model in the Improving GANs for Long-Tailed Data through Group Spectral Regularization paper on the iNaturalist 2019 dataset?
FID
What metrics were used to measure the Projected GAN model in the Projected GANs Converge Faster paper on the Cityscapes dataset?
FID-10k-training-steps
What metrics were used to measure the GANformer model in the Generative Adversarial Transformers paper on the Cityscapes dataset?
FID-10k-training-steps
What metrics were used to measure the StyleGAN2 model in the Generative Adversarial Transformers paper on the Cityscapes dataset?
FID-10k-training-steps
What metrics were used to measure the GAN model in the Generative Adversarial Transformers paper on the Cityscapes dataset?
FID-10k-training-steps
What metrics were used to measure the SAGAN model in the Generative Adversarial Transformers paper on the Cityscapes dataset?
FID-10k-training-steps
What metrics were used to measure the VQGAN model in the Generative Adversarial Transformers paper on the Cityscapes dataset?
FID-10k-training-steps
What metrics were used to measure the CR-NVAE model in the Consistency Regularization for Variational Auto-Encoders paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the Locally Masked PixelCNN (8 orders) model in the Locally Masked Convolution for Autoregressive Models paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the BFN model in the Bayesian Flow Networks paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the Efficient-VDVAE model in the Efficient-VDVAE: Less is more paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the PixelRNN model in the Pixel Recurrent Neural Networks paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the PixelCNN model in the Pixel Recurrent Neural Networks paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the EoNADE-5 2hl (128 orders) model in the Iterative Neural Autoregressive Distribution Estimator (NADE-k) paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the EoNADE 2hl (128 orders) model in the Iterative Neural Autoregressive Distribution Estimator NADE-k paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the MADE 2hl (32 orders) model in the MADE: Masked Autoencoder for Distribution Estimation paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the NADE model in the A Deep and Tractable Density Estimator paper on the Binarized MNIST dataset?
nats, bits/dimension
What metrics were used to measure the DPT model in the Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels paper on the ImageNet 256x256 - 2 labeled data per class dataset?
FID-50k, sFID, IS, Precision, Recall
What metrics were used to measure the COCO-GAN model in the COCO-GAN: Generation by Parts via Conditional Coordinating paper on the CelebA-HQ 64x64 dataset?
FID
What metrics were used to measure the VAEBM model in the VAEBM: A Symbiosis between Variational Autoencoders and Energy-based Models paper on the CelebA-HQ 64x64 dataset?
FID
What metrics were used to measure the QA-GAN model in the Quality Aware Generative Adversarial Networks paper on the CelebA-HQ 64x64 dataset?
FID
What metrics were used to measure the t-Stylegan3-ada (NVIDIA pre-trained) model in the Signature and Log-signature for the Study of Empirical Distributions Generated with GANs paper on the MetFaces dataset?
MAE Signature, MAE log-signature, RMSE Signature, RMSE log-signature
What metrics were used to measure the r-Stylegan3-ada (NVIDIA pre-trained) model in the Signature and Log-signature for the Study of Empirical Distributions Generated with GANs paper on the MetFaces dataset?
MAE Signature, MAE log-signature, RMSE Signature, RMSE log-signature
What metrics were used to measure the Stylegan2-ada (NVIDIA pre-trained) model in the Signature and Log-signature for the Study of Empirical Distributions Generated with GANs paper on the MetFaces dataset?
MAE Signature, MAE log-signature, RMSE Signature, RMSE log-signature
What metrics were used to measure the DC-VAE model in the Dual Contradistinctive Generative Autoencoder paper on the LSUN Bedroom 128 x 128 dataset?
FID
What metrics were used to measure the SB-GAN model in the Semantic Bottleneck Scene Generation paper on the Cityscapes-25K 256x512 dataset?
FID
What metrics were used to measure the Projected GAN model in the Projected GANs Converge Faster paper on the CUB 128 x 128 dataset?
FID, Inception score
What metrics were used to measure the FineGAN model in the FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery paper on the CUB 128 x 128 dataset?
FID, Inception score
What metrics were used to measure the InfoGAN model in the InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets paper on the CUB 128 x 128 dataset?
FID, Inception score
What metrics were used to measure the LR-GAN model in the LR-GAN: Layered Recursive Generative Adversarial Networks for Image Generation paper on the CUB 128 x 128 dataset?
FID, Inception score
What metrics were used to measure the GSN model in the Unconstrained Scene Generation with Locally Conditioned Radiance Fields paper on the VizDoom dataset?
FID, SwAV-FID
What metrics were used to measure the GRAF model in the GRAF: Generative Radiance Fields for 3D-Aware Image Synthesis paper on the VizDoom dataset?
FID, SwAV-FID
What metrics were used to measure the pi-GAN model in the pi-GAN: Periodic Implicit Generative Adversarial Networks for 3D-Aware Image Synthesis paper on the VizDoom dataset?
FID, SwAV-FID