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What metrics were used to measure the MAGVIT-v2 model in the Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation paper on the Kinetics-600 12 frames, 64x64 dataset?
FVD
What metrics were used to measure the MAGVIT model in the MAGVIT: Masked Generative Video Transformer paper on the Kinetics-600 12 frames, 64x64 dataset?
FVD
What metrics were used to measure the DVD-GAN model in the Adversarial Video Generation on Complex Datasets paper on the Kinetics-600 12 frames, 64x64 dataset?
FVD
What metrics were used to measure the PG-SWGAN-3D model in the Sliced Wasserstein Generative Models paper on the TrailerFaces dataset?
FID
What metrics were used to measure the TGANv2 (2020) model in the Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN paper on the UCF-101 16 frames, 128x128, Unconditional dataset?
Inception Score
What metrics were used to measure the DVD-GAN model in the paper on the UCF-101 16 frames, 128x128, Unconditional dataset?
Inception Score
What metrics were used to measure the VideoGPT model in the VideoGPT: Video Generation using VQ-VAE and Transformers paper on the UCF-101 16 frames, 128x128, Unconditional dataset?
Inception Score
What metrics were used to measure the TGANv2 model in the Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN paper on the UCF-101 16 frames, 128x128, Unconditional dataset?
Inception Score
What metrics were used to measure the TGAN-F model in the Lower Dimensional Kernels for Video Discriminators paper on the UCF-101 16 frames, 128x128, Unconditional dataset?
Inception Score
What metrics were used to measure the TGANv2-ODE model in the Latent Neural Differential Equations for Video Generation paper on the UCF-101 16 frames, 128x128, Unconditional dataset?
Inception Score
What metrics were used to measure the Video Diffusion Model model in the Video Diffusion Models paper on the UCF-101 16 frames, 64x64, Unconditional dataset?
Inception Score, FID, FVD
What metrics were used to measure the TGAN-ODE model in the Latent Neural Differential Equations for Video Generation paper on the UCF-101 16 frames, 64x64, Unconditional dataset?
Inception Score, FID, FVD
What metrics were used to measure the TGAN-F model in the Lower Dimensional Kernels for Video Discriminators paper on the UCF-101 16 frames, 64x64, Unconditional dataset?
Inception Score, FID, FVD
What metrics were used to measure the MoCoGAN model in the MoCoGAN: Decomposing Motion and Content for Video Generation paper on the UCF-101 16 frames, 64x64, Unconditional dataset?
Inception Score, FID, FVD
What metrics were used to measure the MoCoGAN-MDP model in the Markov Decision Process for Video Generation paper on the UCF-101 16 frames, 64x64, Unconditional dataset?
Inception Score, FID, FVD
What metrics were used to measure the TGAN-SVC model in the Temporal Generative Adversarial Nets with Singular Value Clipping paper on the UCF-101 16 frames, 64x64, Unconditional dataset?
Inception Score, FID, FVD
What metrics were used to measure the VGAN model in the Generating Videos with Scene Dynamics paper on the UCF-101 16 frames, 64x64, Unconditional dataset?
Inception Score, FID, FVD
What metrics were used to measure the StyleSV (256x256) model in the Towards Smooth Video Composition paper on the Taichi dataset?
FVD16, KVD16
What metrics were used to measure the TATS (128x128) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Taichi dataset?
FVD16, KVD16
What metrics were used to measure the LVDM (256x256) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Taichi dataset?
FVD16, KVD16
What metrics were used to measure the DIGAN (128x128) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Taichi dataset?
FVD16, KVD16
What metrics were used to measure the MoCoGAN-HD (128x128) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Taichi dataset?
FVD16, KVD16
What metrics were used to measure the DIGAN (256x256) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Taichi dataset?
FVD16, KVD16
What metrics were used to measure the DVD-GAN model in the Adversarial Video Generation on Complex Datasets paper on the Kinetics-600 48 frames, 64x64 dataset?
FID, Inception Score
What metrics were used to measure the INR-V model in the INR-V: A Continuous Representation Space for Video-based Generative Tasks paper on the How2Sign dataset?
FVD16
What metrics were used to measure the StyleSV (256x256) model in the Towards Smooth Video Composition paper on the Sky Time-lapse dataset?
FVD 16, KVD16
What metrics were used to measure the LVDM (256x256) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Sky Time-lapse dataset?
FVD 16, KVD16
What metrics were used to measure the Long-video GAN (128x128) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Sky Time-lapse dataset?
FVD 16, KVD16
What metrics were used to measure the DIGAN (128x128) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Sky Time-lapse dataset?
FVD 16, KVD16
What metrics were used to measure the Long-video GAN (256x256) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Sky Time-lapse dataset?
FVD 16, KVD16
What metrics were used to measure the TATS (128x128) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Sky Time-lapse dataset?
FVD 16, KVD16
What metrics were used to measure the MoCoGAN-HD (128x128) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the Sky Time-lapse dataset?
FVD 16, KVD16
What metrics were used to measure the MAGVIT-v2 model in the Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MAGVIT (-L-CG, 128x128, class-conditional) model in the MAGVIT: Masked Generative Video Transformer paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the Make-A-Video (Finetuning, 256x256, class-conditional) model in the Make-A-Video: Text-to-Video Generation without Text-Video Data paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the REGIS-Fuse (128x128, class-conditional) model in the REGIS: Refining Generated Videos via Iterative Stylistic Redesigning paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MAGVIT (-B-CG, 128x128, class-conditional) model in the MAGVIT: Masked Generative Video Transformer paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the VideoFusion (128x128, class-conditional) model in the VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the VideoFusion (128x128, unconditional) model in the VideoFusion: Decomposed Diffusion Models for High-Quality Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the VIDM (256x256, unconditional) model in the VIDM: Video Implicit Diffusion Models paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the CogVideo (128x128, class-conditional) model in the CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MMVG (128x128, class-conditional) model in the Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the TATS (128x128, class-conditional) model in the Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the Make-A-Video (Zero-Shot, 256x256, class-conditional) model in the Make-A-Video: Text-to-Video Generation without Text-Video Data paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the LVDM (256x256, unconditional) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MMVG (128x128, unconditional) model in the Tell Me What Happened: Unifying Text-guided Video Completion via Multimodal Masked Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the TATS (128x128, unconditional) model in the Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MeBT (128x128, unconditional) model in the Towards End-to-End Generative Modeling of Long Videos with Memory-Efficient Bidirectional Transformers paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the DIGAN (128x128, class-conditional) model in the Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the Video LDM model in the Align your Latents: High-Resolution Video Synthesis with Latent Diffusion Models paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the LVDM (256x256, unconditional) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the DIGAN (128x128, unconditional) model in the Generating Videos with Dynamics-aware Implicit Generative Adversarial Networks paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the TATS (256x256) model in the Long Video Generation with Time-Agnostic VQGAN and Time-Sensitive Transformer paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MagicVideo model in the MagicVideo: Efficient Video Generation With Latent Diffusion Models paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MoCoGAN-HD (256x256, unconditional) model in the A Good Image Generator Is What You Need for High-Resolution Video Synthesis paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MCVD (64x64) model in the MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the TGAN-v2 (128x128) model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the VDM model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the MCVD model in the Latent Video Diffusion Models for High-Fidelity Long Video Generation paper on the UCF-101 dataset?
FVD16, FVD128, Inception Score, KVD16
What metrics were used to measure the Imagen original (constant=6) model in the Imagen Video: High Definition Video Generation with Diffusion Models paper on the LAION-400M dataset?
CLIP R-Precision, CLIP
What metrics were used to measure the Imagen fully distilled (oscillate (15,1)) model in the Imagen Video: High Definition Video Generation with Diffusion Models paper on the LAION-400M dataset?
CLIP R-Precision, CLIP
What metrics were used to measure the Imagen distilled (constant=6) model in the Imagen Video: High Definition Video Generation with Diffusion Models paper on the LAION-400M dataset?
CLIP R-Precision, CLIP
What metrics were used to measure the Imagen original (oscillate(15,1)) model in the Imagen Video: High Definition Video Generation with Diffusion Models paper on the LAION-400M dataset?
CLIP R-Precision, CLIP
What metrics were used to measure the Imagen fully distilled (constant=6) model in the Imagen Video: High Definition Video Generation with Diffusion Models paper on the LAION-400M dataset?
CLIP R-Precision, CLIP
What metrics were used to measure the Imagen distilled (oscillate (15,1)) model in the Imagen Video: High Definition Video Generation with Diffusion Models paper on the LAION-400M dataset?
CLIP R-Precision, CLIP
What metrics were used to measure the MAGVIT model in the MAGVIT: Masked Generative Video Transformer paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the RaMViD model in the Diffusion Models for Video Prediction and Infilling paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the NUWA model in the NÜWA: Visual Synthesis Pre-training for Neural visUal World creAtion paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the MCVD : c2t5p14 model in the MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the MCVD : c1t5p15 model in the MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the FitVid model in the FitVid: Overfitting in Pixel-Level Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the Video Transformer model in the Scaling Autoregressive Video Models paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the CCVS model in the CCVS: Context-aware Controllable Video Synthesis paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the VideoGPT model in the VideoGPT: Video Generation using VQ-VAE and Transformers paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the TrIVD-GAN-FP model in the Transformation-based Adversarial Video Prediction on Large-Scale Data paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the DVD-GAN-FP model in the Adversarial Video Generation on Complex Datasets paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SAVP (from FVD) model in the Stochastic Adversarial Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the MCVD : c2t5p28 model in the MCVD: Masked Conditional Video Diffusion for Prediction, Generation, and Interpolation paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the LVT model in the Latent Video Transformer paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the VideoFlow model in the VideoFlow: A Conditional Flow-Based Model for Stochastic Video Generation paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the Hier-VRNN model in the Improved Conditional VRNNs for Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SAVP (from vRNN) model in the Stochastic Adversarial Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the VRNN 1L model in the Improved Conditional VRNNs for Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SAVP (from SRVP) model in the Stochastic Adversarial Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the WAM model in the Exploring Spatial-Temporal Multi-Frequency Analysis for High-Fidelity and Temporal-Consistency Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SRVP model in the Stochastic Latent Residual Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SLAMP model in the SLAMP: Stochastic Latent Appearance and Motion Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SVG (from SRVP) model in the Stochastic Video Generation with a Learned Prior paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SVG-LP (from vRNN) model in the Stochastic Video Generation with a Learned Prior paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SV2P (from FVD) model in the Stochastic Variational Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the CDNA (from FVD) model in the Unsupervised Learning for Physical Interaction through Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SVG-FP (from FVD) model in the Stochastic Video Generation with a Learned Prior paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the Baseline (from LVT) model in the Latent Video Transformer paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the MoCoGAN model in the MoCoGAN: Decomposing Motion and Content for Video Generation paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SV2P (from SRVP) model in the Stochastic Variational Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the SAVP-VAE (from WAM) model in the Stochastic Adversarial Video Prediction paper on the BAIR Robot Pushing dataset?
FVD score, SSIM, PSNR, LPIPS, Cond, Train, Pred, Notes
What metrics were used to measure the TGAN-F model in the Lower Dimensional Kernels for Video Discriminators paper on the UCF-101 16 frames, Unconditional, Single GPU dataset?
Inception Score
What metrics were used to measure the TGANv2 model in the Train Sparsely, Generate Densely: Memory-efficient Unsupervised Training of High-resolution Temporal GAN paper on the UCF-101 16 frames, Unconditional, Single GPU dataset?
Inception Score
What metrics were used to measure the TGANv2-ODE model in the Latent Neural Differential Equations for Video Generation paper on the UCF-101 16 frames, Unconditional, Single GPU dataset?
Inception Score
What metrics were used to measure the MoCoGAN model in the MoCoGAN: Decomposing Motion and Content for Video Generation paper on the UCF-101 16 frames, Unconditional, Single GPU dataset?
Inception Score