prompts stringlengths 81 413 | metrics_response stringlengths 0 371 |
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What metrics were used to measure the Transfer Learning from AlexNet, VGG-16, GoogLeNet and ResNet50 model in the Cutting the Error by Half: Investigation of Very Deep CNN and Advanced Training Strategies for Document Image Classification paper on the RVL-CDIP dataset? | Accuracy, Parameters |
What metrics were used to measure the AlexNet + spatial pyramidal pooling + image resizing model in the Analysis of Convolutional Neural Networks for Document Image Classification paper on the RVL-CDIP dataset? | Accuracy, Parameters |
What metrics were used to measure the DeiT-B model in the Training data-efficient image transformers & distillation through attention paper on the RVL-CDIP dataset? | Accuracy, Parameters |
What metrics were used to measure the Roberta base model in the RoBERTa: A Robustly Optimized BERT Pretraining Approach paper on the RVL-CDIP dataset? | Accuracy, Parameters |
What metrics were used to measure the PCGAN-CHAR model in the PCGAN-CHAR: Progressively Trained Classifier Generative Adversarial Networks for Classification of Noisy Handwritten Bangla Characters paper on the Noisy MNIST dataset? | Accuracy |
What metrics were used to measure the SH-GAN model in the Image Completion with Heterogeneously Filtered Spectral Hints paper on the FFHQ 512 x 512 dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the TFill model in the Bridging Global Context Interactions for High-Fidelity Image Completion paper on the FFHQ 512 x 512 dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the CoModGAN model in the Large Scale Image Completion via Co-Modulated Generative Adversarial Networks paper on the FFHQ 512 x 512 dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the DVI model in the DVI: Depth Guided Video Inpainting for Autonomous Driving paper on the Apolloscape Inpainting dataset? | RMSE |
What metrics were used to measure the DDNM model in the Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model paper on the CelebA dataset? | FID, PSNR, SSIM |
What metrics were used to measure the DDRM model in the Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model paper on the CelebA dataset? | FID, PSNR, SSIM |
What metrics were used to measure the RePaint model in the Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model paper on the CelebA dataset? | FID, PSNR, SSIM |
What metrics were used to measure the A+y model in the Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model paper on the CelebA dataset? | FID, PSNR, SSIM |
What metrics were used to measure the MAT model in the MAT: Mask-Aware Transformer for Large Hole Image Inpainting paper on the CelebA-HQ dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the WavePaint model in the WavePaint: Resource-efficient Token-mixer for Self-supervised Inpainting paper on the CelebA-HQ dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the CoModGAN model in the Large Scale Image Completion via Co-Modulated Generative Adversarial Networks paper on the CelebA-HQ dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the MADF model in the Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness paper on the CelebA-HQ dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the LaMa model in the Resolution-robust Large Mask Inpainting with Fourier Convolutions paper on the CelebA-HQ dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the ICT model in the High-Fidelity Pluralistic Image Completion with Transformers paper on the CelebA-HQ dataset? | FID, P-IDS, U-IDS |
What metrics were used to measure the CM-GAN model in the CM-GAN: Image Inpainting with Cascaded Modulation GAN and Object-Aware Training paper on the Places2 dataset? | FID, P-IDS, U-IDS, LPIPS |
What metrics were used to measure the MAT model in the MAT: Mask-Aware Transformer for Large Hole Image Inpainting paper on the Places2 dataset? | FID, P-IDS, U-IDS, LPIPS |
What metrics were used to measure the CoModGAN model in the Large Scale Image Completion via Co-Modulated Generative Adversarial Networks paper on the Places2 dataset? | FID, P-IDS, U-IDS, LPIPS |
What metrics were used to measure the LAMA model in the Resolution-robust Large Mask Inpainting with Fourier Convolutions paper on the Places2 dataset? | FID, P-IDS, U-IDS, LPIPS |
What metrics were used to measure the MADF model in the Image Inpainting by End-to-End Cascaded Refinement with Mask Awareness paper on the Places2 dataset? | FID, P-IDS, U-IDS, LPIPS |
What metrics were used to measure the AOT GAN model in the Aggregated Contextual Transformations for High-Resolution Image Inpainting paper on the Places2 dataset? | FID, P-IDS, U-IDS, LPIPS |
What metrics were used to measure the TFill (20-50% free-form) model in the Bridging Global Context Interactions for High-Fidelity Image Completion paper on the Places2 dataset? | FID, P-IDS, U-IDS, LPIPS |
What metrics were used to measure the HFill model in the Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting paper on the Places2 dataset? | FID, P-IDS, U-IDS, LPIPS |
What metrics were used to measure the BRGM model in the Bayesian Image Reconstruction using Deep Generative Models paper on the FFHQ 1024 x 1024 dataset? | LPIPS, RMSE, PSNR, SSIM |
What metrics were used to measure the SN-PatchGAN model in the Bayesian Image Reconstruction using Deep Generative Models paper on the FFHQ 1024 x 1024 dataset? | LPIPS, RMSE, PSNR, SSIM |
What metrics were used to measure the GGLA model in the Global and Local Attention-Based Free-Form Image Inpainting paper on the Places365 dataset? | L1 error |
What metrics were used to measure the SRNet model in the Editing Text in the Wild paper on the StreetView dataset? | SSIM |
What metrics were used to measure the Palatte (20-30% free form) model in the Palette: Image-to-Image Diffusion Models paper on the Places2 val dataset? | FID, PD |
What metrics were used to measure the Palette (128×128
center mask) model in the Palette: Image-to-Image Diffusion Models paper on the Places2 val dataset? | FID, PD |
What metrics were used to measure the DeepFillv2 (20-30% free form) model in the Free-Form Image Inpainting with Gated Convolution paper on the Places2 val dataset? | FID, PD |
What metrics were used to measure the TFill (20-30% free form) model in the Bridging Global Context Interactions for High-Fidelity Image Completion paper on the Places2 val dataset? | FID, PD |
What metrics were used to measure the DeepFillv2 (128×128
center mask) model in the Free-Form Image Inpainting with Gated Convolution paper on the Places2 val dataset? | FID, PD |
What metrics were used to measure the HiFill (20-30% free form) model in the Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting paper on the Places2 val dataset? | FID, PD |
What metrics were used to measure the HiFill (128×128
center mask) model in the Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting paper on the Places2 val dataset? | FID, PD |
What metrics were used to measure the WavePaint model in the WavePaint: Resource-efficient Token-mixer for Self-supervised Inpainting paper on the ImageNet dataset? | FID, PSNR, SSIM |
What metrics were used to measure the DDNM model in the Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model paper on the ImageNet dataset? | FID, PSNR, SSIM |
What metrics were used to measure the DDRM model in the Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model paper on the ImageNet dataset? | FID, PSNR, SSIM |
What metrics were used to measure the RePaint model in the Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model paper on the ImageNet dataset? | FID, PSNR, SSIM |
What metrics were used to measure the A+y model in the Zero-Shot Image Restoration Using Denoising Diffusion Null-Space Model paper on the ImageNet dataset? | FID, PSNR, SSIM |
What metrics were used to measure the Coherent Semantic Attention for Image Inpainting model in the Coherent Semantic Attention for Image Inpainting paper on the Paris StreetView dataset? | 40-50% Mask PSNR, 10-20% Mask PSNR, 20-30% Mask PSNR, 30-40% Mask PSNR |
What metrics were used to measure the Image Inpainting with Learnable Bidirectional Attention Maps model in the Image Inpainting with Learnable Bidirectional Attention Maps paper on the Paris StreetView dataset? | 40-50% Mask PSNR, 10-20% Mask PSNR, 20-30% Mask PSNR, 30-40% Mask PSNR |
What metrics were used to measure the DVI model in the DVI: Depth Guided Video Inpainting for Autonomous Driving paper on the ApolloScape dataset? | MAE, PSNR, RMSE, SSIM |
What metrics were used to measure the CFEN model in the Complementary Feature Enhanced Network with Vision Transformer for Image Dehazing paper on the NH-HAZE dataset? | PSNR |
What metrics were used to measure the DWGAN model in the Complementary Feature Enhanced Network with Vision Transformer for Image Dehazing paper on the NH-HAZE dataset? | PSNR |
What metrics were used to measure the SRDefog model in the Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal paper on the NH-HAZE dataset? | PSNR |
What metrics were used to measure the LCA-Net model in the LCA-Net: Light Convolutional Autoencoder for Image Dehazing paper on the RESIDE dataset? | PSNR |
What metrics were used to measure the EDN-GTM model in the A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing paper on the I-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the BPPNet model in the Single image dehazing for a variety of haze scenarios using back projected pyramid network paper on the I-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the DehazeFormer-B model in the Vision Transformers for Single Image Dehazing paper on the RS-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the gUNet-D model in the Rethinking Performance Gains in Image Dehazing Networks paper on the RS-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the FFA-Net model in the FFA-Net: Feature Fusion Attention Network for Single Image Dehazing paper on the RS-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the GridDehazeNet model in the GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing paper on the RS-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the AECR-Net model in the Contrastive Learning for Compact Single Image Dehazing paper on the RS-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the GCANet model in the Gated Context Aggregation Network for Image Dehazing and Deraining paper on the RS-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the DehazeNet model in the DehazeNet: An End-to-End System for Single Image Haze Removal paper on the RS-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the MixDehazeNet model in the MixDehazeNet : Mix Structure Block For Image Dehazing Network paper on the Haze4k dataset? | PSNR, SSIM |
What metrics were used to measure the DEA-Net-CR model in the DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention paper on the Haze4k dataset? | PSNR, SSIM |
What metrics were used to measure the gUNet-D model in the Rethinking Performance Gains in Image Dehazing Networks paper on the Haze4k dataset? | PSNR, SSIM |
What metrics were used to measure the PMNet model in the Perceiving and Modeling Density is All You Need for Image Dehazing paper on the Haze4k dataset? | PSNR, SSIM |
What metrics were used to measure the DMT-Net model in the From Synthetic to Real: Image Dehazing Collaborating with Unlabeled Real Data paper on the Haze4k dataset? | PSNR, SSIM |
What metrics were used to measure the FFA-Net model in the FFA-Net: Feature Fusion Attention Network for Single Image Dehazing paper on the Haze4k dataset? | PSNR, SSIM |
What metrics were used to measure the GDNet model in the GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing paper on the Haze4k dataset? | PSNR, SSIM |
What metrics were used to measure the MSBDN model in the Multi-Scale Boosted Dehazing Network with Dense Feature Fusion paper on the Haze4k dataset? | PSNR, SSIM |
What metrics were used to measure the SRDefog model in the Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal paper on the O-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the BPPNet model in the Single image dehazing for a variety of haze scenarios using back projected pyramid network paper on the O-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the EDN-GTM model in the A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing paper on the O-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the Cycle-Dehaze model in the Cycle-Dehaze: Enhanced CycleGAN for Single Image Dehazing paper on the O-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the BPPNet model in the Single image dehazing for a variety of haze scenarios using back projected pyramid network paper on the Dense-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the SRDefog model in the Structure Representation Network and Uncertainty Feedback Learning for Dense Non-Uniform Fog Removal paper on the Dense-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the EDN-GTM model in the A Novel Encoder-Decoder Network with Guided Transmission Map for Single Image Dehazing paper on the Dense-Haze dataset? | PSNR, SSIM |
What metrics were used to measure the FFA-Net model in the FFA-Net: Feature Fusion Attention Network for Single Image Dehazing paper on the KITTI dataset? | PSNR |
What metrics were used to measure the GMAN model in the GMAN: A Graph Multi-Attention Network for Traffic Prediction paper on the KITTI dataset? | PSNR |
What metrics were used to measure the LCA model in the LCA-Net: Light Convolutional Autoencoder for Image Dehazing paper on the KITTI dataset? | PSNR |
What metrics were used to measure the MixDehazeNet model in the MixDehazeNet : Mix Structure Block For Image Dehazing Network paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the C2PNet model in the Curricular Contrastive Regularization for Physics-aware Single Image Dehazing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the ChaIR model in the Exploring the potential of channel interactions for image restoration paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the gUNet-D model in the Rethinking Performance Gains in Image Dehazing Networks paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the DEA-Net-CR model in the DEA-Net: Single image dehazing based on detail-enhanced convolution and content-guided attention paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the SFNet model in the Selective Frequency Network for Image Restoration paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the IRNeXt model in the IRNeXt: Rethinking Convolutional Network Design for Image Restoration paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the FocalNet model in the Focal Network for Image Restoration paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the SANet model in the Strip Attention for Image Restoration paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the DehazeFormer-L model in the Vision Transformers for Single Image Dehazing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the HDM model in the Learning Hierarchical Dynamics with Spatial Adjacency for Image Enhancement paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the PMNet model in the Perceiving and Modeling Density is All You Need for Image Dehazing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the MAXIM-2S model in the MAXIM: Multi-Axis MLP for Image Processing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the AECR-Net model in the Contrastive Learning for Compact Single Image Dehazing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the U2-Former model in the U2-Former: A Nested U-shaped Transformer for Image Restoration paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the FFA-Net model in the FFA-Net: Feature Fusion Attention Network for Single Image Dehazing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the PFDN model in the Physics-based Feature Dehazing Networks paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the GridDehazeNet model in the GridDehazeNet: Attention-Based Multi-Scale Network for Image Dehazing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the Uformer model in the Uformer: A General U-Shaped Transformer for Image Restoration paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the GCANet model in the Gated Context Aggregation Network for Image Dehazing and Deraining paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the GFN model in the Gated Fusion Network for Single Image Dehazing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the GMAN model in the Generic Model-Agnostic Convolutional Neural Network for Single Image Dehazing paper on the SOTS Indoor dataset? | PSNR, SSIM |
What metrics were used to measure the AOD-Net model in the AOD-Net: All-In-One Dehazing Network paper on the SOTS Indoor dataset? | PSNR, SSIM |
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