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What metrics were used to measure the BigGAN model in the Large Scale GAN Training for High Fidelity Natural Image Synthesis paper on the ImageNet 128x128 dataset?
FID, IS, 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 ImageNet 128x128 dataset?
FID, IS, Precision, Recall
What metrics were used to measure the BigGAN-OBRS model in the Optimal Budgeted Rejection Sampling for Generative Models paper on the ImageNet 128x128 dataset?
FID, IS, 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 ImageNet 128x128 dataset?
FID, IS, Precision, Recall
What metrics were used to measure the PGMGAN model in the Partition-Guided GANs paper on the ImageNet 128x128 dataset?
FID, IS, Precision, Recall
What metrics were used to measure the HiT model in the Improved Transformer for High-Resolution GANs paper on the ImageNet 128x128 dataset?
FID, IS, Precision, Recall
What metrics were used to measure the SS-GAN (sBN) model in the Self-Supervised GANs via Auxiliary Rotation Loss paper on the ImageNet 128x128 dataset?
FID, IS, Precision, Recall
What metrics were used to measure the DiffAugment-StyleGAN2 model in the Differentiable Augmentation for Data-Efficient GAN Training paper on the CIFAR-10 (20% data) dataset?
FID
What metrics were used to measure the DiffAugment-CR-BigGAN model in the Differentiable Augmentation for Data-Efficient GAN Training paper on the CIFAR-10 (20% data) dataset?
FID
What metrics were used to measure the DiffAugment-BigGAN model in the Differentiable Augmentation for Data-Efficient GAN Training paper on the CIFAR-10 (20% data) dataset?
FID
What metrics were used to measure the CTM model in the Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Discriminator Guidance model in the Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the CTM (NFE 1) model in the Consistency Trajectory Models: Learning Probability Flow ODE Trajectory of Diffusion paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PFGM++ model in the PFGM++: Unlocking the Potential of Physics-Inspired Generative Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the SciRE-Solver (with EDM) model in the SciRE-Solver: Accelerating Diffusion Models Sampling by Score-integrand Solver with Recursive Difference paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Discriminator Guidance (unconditional) model in the Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the EDM-ES model in the Elucidating the Exposure Bias in Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the StyleGAN-XL model in the StyleGAN-XL: Scaling StyleGAN to Large Diverse Datasets paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the STF (unconditional) model in the Stable Target Field for Reduced Variance Score Estimation in Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the LSGM-G++ (FID) model in the Refining Generative Process with Discriminator Guidance in Score-based Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PSLD (ODE) model in the A Complete Recipe for Diffusion Generative Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the LSGM (FID) model in the Score-based Generative Modeling in Latent Space paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the ADM-ES model in the Elucidating the Exposure Bias in Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Subspace Diffusion (NSCN++) model in the Subspace Diffusion Generative Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the LSGM (balanced) model in the Score-based Generative Modeling in Latent Space paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the NCSN++ model in the Score-Based Generative Modeling through Stochastic Differential Equations paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PSLD (SDE) model in the A Complete Recipe for Diffusion Generative Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the CLD-SGM (EM-QS) model in the Score-Based Generative Modeling with Critically-Damped Langevin Diffusion paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the StyleGAN2 + DiffAugment + D2D-CE model in the Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the CLD-SGM (Prob. Flow) model in the Score-Based Generative Modeling with Critically-Damped Langevin Diffusion paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the INDM (FID) model in the Maximum Likelihood Training of Implicit Nonlinear Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the StyleGAN2 + ADA model in the Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the StyleGAN2 + ADA+ D2D-CE model in the Rebooting ACGAN: Auxiliary Classifier GANs with Stable Training paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the UDM (RVE) + ST model in the Soft Truncation: A Universal Training Technique of Score-based Diffusion Model for High Precision Score Estimation paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PFGM model in the Poisson Flow Generative Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the BDDM model in the BDDM: Bilateral Denoising Diffusion Models for Fast and High-Quality Speech Synthesis paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the BIGRoC (StyleGAN2 ADA) model in the BIGRoC: Boosting Image Generation via a Robust Classifier paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the DDPM++ cont. (deep, sub-VP) model in the Score-Based Generative Modeling through Stochastic Differential Equations paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
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 CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the LeCAM (StyleGAN2 + ADA) model in the Regularizing Generative Adversarial Networks under Limited Data paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PD (NFE=8) model in the Progressive Distillation for Fast Sampling of Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the DiffuseVAE-72M model in the DiffuseVAE: Efficient, Controllable and High-Fidelity Generation from Low-Dimensional Latents paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Diffusion StyleGAN2 + ADA model in the Diffusion-GAN: Training GANs with Diffusion paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Styleformer model in the Styleformer: Transformer based Generative Adversarial Networks with Style Vector paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the TDPM+ (TTrunc=99) model in the Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the CD (Diffusion + Distillation, NFE=2) model in the Consistency Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PD (NFE=4) model in the Progressive Distillation for Fast Sampling of Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the SB-FBSDE model in the Likelihood Training of Schrödinger Bridge using Forward-Backward SDEs Theory paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Denoising Diffusion model in the Denoising Diffusion Probabilistic Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Diffusion StyleGAN2 model in the Diffusion-GAN: Training GANs with Diffusion paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the INDM (ST) model in the Maximum Likelihood Training of Implicit Nonlinear Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PNDM model in the Pseudo Numerical Methods for Diffusion Models on Manifolds paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Improved DDPM model in the Improved Denoising Diffusion Probabilistic Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
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 CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the CD (Diffusion + Distillation, NFE=1) model in the Consistency Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (Learned Sampler, NFEs=25) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the DSM-ALS model in the Adversarial score matching and improved sampling for image generation paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (NFEs=25) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the DDGAN model in the Tackling the Generative Learning Trilemma with Denoising Diffusion GANs paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
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 CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (Learned Sampler, NFEs=20) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (NFEs=20) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the VDM (FID) model in the Variational Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the WaveDiff model in the Wavelet Diffusion Models are fast and scalable Image Generators paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the MHGAN model in the Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the DiffAugment-CR-BigGAN model in the Differentiable Augmentation for Data-Efficient GAN Training paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the ReACGAN model in the Exposing flaws of generative model evaluation metrics and their unfair treatment of diffusion models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (Learned Sampler, NFEs=15) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (NFEs=15) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PD (NFE=2) model in the Progressive Distillation for Fast Sampling of Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the ViTGAN with StyleGAN2 model in the ViTGAN: Training GANs with Vision Transformers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Blackout Diffusion model in the Blackout Diffusion: Generative Diffusion Models in Discrete-State Spaces paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the DiffAugment-BigGAN model in the Differentiable Augmentation for Data-Efficient GAN Training paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the INDM (NLL) model in the Maximum Likelihood Training of Implicit Nonlinear Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (Learned Sampler, NFEs=10) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the DiffAugment-StyleGAN2 model in the Differentiable Augmentation for Data-Efficient GAN Training paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the CT (Direct Generation, NFE=2) model in the Consistency Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (NFEs=10) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the ViTGAN model in the ViTGAN: Training GANs with Vision Transformers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the LSGM (NLL) model in the Score-based Generative Modeling in Latent Space paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the MIX-BigGAN model in the Lessons Learned from the Training of GANs on Artificial Datasets paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the LeCAM (BigGAN + DA) model in the Regularizing Generative Adversarial Networks under Limited Data paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the CT (Direct Generation, NFE=1) model in the Consistency Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PGMGAN model in the Partition-Guided GANs paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the BigGAN-OBRS model in the Optimal Budgeted Rejection Sampling for Generative Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PD (NFE=1) model in the Progressive Distillation for Fast Sampling of Diffusion Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the TransGAN model in the TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the Denoising Student model in the Knowledge Distillation in Iterative Generative Models for Improved Sampling Speed paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the EBM-DRL (T6) model in the Learning Energy-Based Models by Diffusion Recovery Likelihood paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the SNGAN + DGflow model in the Refining Deep Generative Models via Discriminator Gradient Flow paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the CR +LT-BigGAN model in the LT-GAN: Self-Supervised GAN with Latent Transformation Detection paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the EAGAN (G+D) model in the EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the EAGAN (G) model in the EAGAN: Efficient Two-stage Evolutionary Architecture Search for GANs paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the PPOGAN model in the Improving GAN Training with Probability Ratio Clipping and Sample Reweighting paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the NCSNv2 model in the Improved Techniques for Training Score-Based Generative Models paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the StyleGAN V2 model in the Differentiable Augmentation for Data-Efficient GAN Training paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the GENIE (Learned Sampler, NFEs=5) model in the GENIE: Higher-Order Denoising Diffusion Solvers paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the E2GAN model in the Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
What metrics were used to measure the MSGAN model in the Self-supervised GAN: Analysis and Improvement with Multi-class Minimax Game paper on the CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision
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 CIFAR-10 dataset?
FID, FD, NFE, Inception score, bits/dimension, Recall, Precision