prompts
stringlengths
81
413
metrics_response
stringlengths
0
371
What metrics were used to measure the AREL model in the What Makes A Good Story? Designing Composite Rewards for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the MCSM+RNN model in the Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the AOG + ARS model in the AOG-LSTM: An adaptive attention neural network for visual storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the K-Storyteller model in the Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the CST model in the Contextualize, Show and Tell: A Neural Visual Storyteller paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the ReCo-RL model in the What Makes A Good Story? Designing Composite Rewards for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the HSRL w/ Joint Training model in the Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the ViT-model model in the Vision Transformer Based Model for Describing a Set of Images as a Story paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the HSRL model in the What Makes A Good Story? Designing Composite Rewards for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the PR-VIST model in the Plot and Rework: Modeling Storylines for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the TAPM model in the Transitional Adaptation of Pretrained Models for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the BERT-hLSTMs model in the BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the TAPM (no V&L) model in the Transitional Adaptation of Pretrained Models for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the hLSTMs model in the BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the h-attn-rank model in the Hierarchically-Attentive RNN for Album Summarization and Storytelling paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the GLAC Net model in the GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation paper on the VIST dataset?
BLEU-4, CIDEr, METEOR, BLEU-1, BLEU-2, BLEU-3, ROUGE-L, SPICE, BLEURT, MLTD
What metrics were used to measure the Vit-base + MAE model in the Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers paper on the FER+ dataset?
Accuracy
What metrics were used to measure the ViT-base model in the Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers paper on the FER+ dataset?
Accuracy
What metrics were used to measure the ViT-tiny model in the Emotion Separation and Recognition from a Facial Expression by Generating the Poker Face with Vision Transformers paper on the FER+ dataset?
Accuracy
What metrics were used to measure the DeXpression model in the DeXpression: Deep Convolutional Neural Network for Expression Recognition paper on the MMI dataset?
Accuracy
What metrics were used to measure the (NN) Oracle plot + summary + oracle char. desc. model in the TVStoryGen: A Dataset for Generating Stories with Character Descriptions paper on the TVMegaSite test dataset?
BLEU, Perplexity, ROUGE-1, ROUGE-2, ROUGE-L
What metrics were used to measure the (NN) Oracle plot + summary + oracle char. desc. model in the TVStoryGen: A Dataset for Generating Stories with Character Descriptions paper on the TVMegaSite dev dataset?
BLEU, Perplexity, ROUGE-1, ROUGE-2, ROUGE-L
What metrics were used to measure the BART (TextBox 2.0) model in the TextBox 2.0: A Text Generation Library with Pre-trained Language Models paper on the WritingPrompts dataset?
BLEU-1, BLEU-2, Distinct-4
What metrics were used to measure the (NN) Oracle plot + summary + oracle char. desc. model in the TVStoryGen: A Dataset for Generating Stories with Character Descriptions paper on the Fandom test dataset?
BLEU, Perplexity, ROUGE-1, ROUGE-2, ROUGE-L
What metrics were used to measure the (NN) Oracle plot + summary + oracle char. desc. model in the TVStoryGen: A Dataset for Generating Stories with Character Descriptions paper on the Fandom dev dataset?
BLEU, Perplexity, ROUGE-1, ROUGE-2, ROUGE-L
What metrics were used to measure the Deep Speech 2 model in the Deep Speech 2: End-to-End Speech Recognition in English and Mandarin paper on the VoxForge Indian dataset?
Percentage error
What metrics were used to measure the Deep Speech model in the Deep Speech: Scaling up end-to-end speech recognition paper on the VoxForge Indian dataset?
Percentage error
What metrics were used to measure the Deep Speech 2 model in the Deep Speech 2: End-to-End Speech Recognition in English and Mandarin paper on the VoxForge Commonwealth dataset?
Percentage error
What metrics were used to measure the Deep Speech model in the Deep Speech: Scaling up end-to-end speech recognition paper on the VoxForge Commonwealth dataset?
Percentage error
What metrics were used to measure the Deep Speech 2 model in the Deep Speech 2: End-to-End Speech Recognition in English and Mandarin paper on the VoxForge American-Canadian dataset?
Percentage error
What metrics were used to measure the Deep Speech model in the Deep Speech: Scaling up end-to-end speech recognition paper on the VoxForge American-Canadian dataset?
Percentage error
What metrics were used to measure the Deep Speech 2 model in the Deep Speech 2: End-to-End Speech Recognition in English and Mandarin paper on the VoxForge European dataset?
Percentage error
What metrics were used to measure the Deep Speech model in the Deep Speech: Scaling up end-to-end speech recognition paper on the VoxForge European dataset?
Percentage error
What metrics were used to measure the CCD-ViT-Small model in the Self-supervised Character-to-Character Distillation for Text Recognition paper on the Scene Text Recognition Benchmarks dataset?
Average Accuracy
What metrics were used to measure the CCD-ViT-Small model in the Self-supervised Character-to-Character Distillation for Text Recognition paper on the TextZoom dataset?
Average PSNR (dB), SSIM
What metrics were used to measure the CCD-ViT-Small model in the Self-supervised Character-to-Character Distillation for Text Recognition paper on the TextSeg dataset?
IoU (%)
What metrics were used to measure the Llama 2 70 B QLoRa adapted model in the Speaker attribution in German parliamentary debates with QLoRA-adapted large language models paper on the GePaDe dataset?
F1
What metrics were used to measure the Llama 2 70 B QLoRa adapted model in the Speaker attribution in German parliamentary debates with QLoRA-adapted large language models paper on the GePaDe dataset?
F1
What metrics were used to measure the Transformer Ensemble model in the Automatic Readability Assessment of German Sentences with Transformer Ensembles paper on the TextComplexityDE dataset?
RMSE
What metrics were used to measure the AdAM model in the Few-shot Image Generation via Adaptation-Aware Kernel Modulation paper on the Babies dataset?
FID
What metrics were used to measure the DCL model in the A Closer Look at Few-shot Image Generation paper on the Babies dataset?
FID
What metrics were used to measure the CDC model in the Few-shot Image Generation via Cross-domain Correspondence paper on the Babies dataset?
FID
What metrics were used to measure the EWC model in the Few-shot Image Generation with Elastic Weight Consolidation paper on the Babies dataset?
FID
What metrics were used to measure the FreezeD model in the Freeze the Discriminator: a Simple Baseline for Fine-Tuning GANs paper on the Babies dataset?
FID
What metrics were used to measure the TGAN + ADA model in the Training Generative Adversarial Networks with Limited Data paper on the Babies dataset?
FID
What metrics were used to measure the TGAN model in the Transferring GANs: generating images from limited data paper on the Babies dataset?
FID
What metrics were used to measure the OCR-R50-Repeat Factor-Lovasz model in the Effective semantic segmentation in Cataract Surgery: What matters most? paper on the CaDIS dataset?
Mean IoU (test), Mean IoU (val)
What metrics were used to measure the DeepLabv3+-R50-Repeat Factor-Lovasz model in the Effective semantic segmentation in Cataract Surgery: What matters most? paper on the CaDIS dataset?
Mean IoU (test), Mean IoU (val)
What metrics were used to measure the UPN-R50-Repeat Factor-Lovasz model in the Effective semantic segmentation in Cataract Surgery: What matters most? paper on the CaDIS dataset?
Mean IoU (test), Mean IoU (val)
What metrics were used to measure the UPN model in the CaDIS: Cataract Dataset for Image Segmentation paper on the CaDIS dataset?
Mean IoU (test), Mean IoU (val)
What metrics were used to measure the HRNetv2 model in the CaDIS: Cataract Dataset for Image Segmentation paper on the CaDIS dataset?
Mean IoU (test), Mean IoU (val)
What metrics were used to measure the DeepLabv3+ model in the CaDIS: Cataract Dataset for Image Segmentation paper on the CaDIS dataset?
Mean IoU (test), Mean IoU (val)
What metrics were used to measure the fftformer model in the Efficient Frequency Domain-based Transformers for High-Quality Image Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MADANet model in the Motion Aware Double Attention Network for Dynamic Scene Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the NAFNet-MH-C model in the Multi-Outputs Is All You Need For Deblur paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the M3SNet model in the A Mountain-Shaped Single-Stage Network for Accurate Image Restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the NAFNet - TLC model in the Simple Baselines for Image Restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the Restormer-TLC model in the Improving Image Restoration by Revisiting Global Information Aggregation paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MPRNet-TLC model in the Improving Image Restoration by Revisiting Global Information Aggregation paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MSDI-Net model in the Learning Degradation Representations for Image Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the ChaIR model in the Exploring the potential of channel interactions for image restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the DeepRFT+ model in the Intriguing Findings of Frequency Selection for Image Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the IRNeXt model in the IRNeXt: Rethinking Convolutional Network Design for Image Restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the HINet-TLC model in the Improving Image Restoration by Revisiting Global Information Aggregation paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MHNet model in the Mixed Hierarchy Network for Image Restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the Uformer-B model in the Uformer: A General U-Shaped Transformer for Image Restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the Restormer model in the Restormer: Efficient Transformer for High-Resolution Image Restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MAXIM-3S model in the MAXIM: Multi-Axis MLP for Image Processing paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the HINet model in the HINet: Half Instance Normalization Network for Image Restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MIMO-UNet++ model in the Rethinking Coarse-to-Fine Approach in Single Image Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MPRNet model in the Multi-Stage Progressive Image Restoration paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MB2D model in the Blur More To Deblur Better: Multi-Blur2Deblur For Efficient Video Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the RADNet model in the Motion Deblurring with an Adaptive Network paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the SAPHNet model in the Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the Learning Event-Based Motion Deblurring model in the Learning Event-Based Motion Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the SRN+PSS+NSC model in the Dynamic Scene Deblurring With Parameter Selective Sharing and Nested Skip Connections paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the DMPHN model in the Deep Stacked Hierarchical Multi-patch Network for Image Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the SDWNet model in the SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the MT-RNN model in the Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the DBCPeNet model in the Dark and Bright Channel Prior Embedded Network for Dynamic Scene Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the DBGAN model in the Deblurring by Realistic Blurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the ESTRNN model in the Real-world Video Deblurring: A Benchmark Dataset and An Efficient Recurrent Neural Network paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the IR-SDE model in the Image Restoration with Mean-Reverting Stochastic Differential Equations paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the Blurred-Image-to-Video model in the Bringing Alive Blurred Moments paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the DeepDeblur-PyTorch model in the paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the DeblurGAN-v2 model in the DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the Nah et al model in the Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the STFAN model in the Spatio-Temporal Filter Adaptive Network for Video Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the DeblurGANv2-MobileNet model in the DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the DeblurGANv2-MobileNet-DSC model in the DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the BANet model in the BANet: Blur-aware Attention Networks for Dynamic Scene Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
What metrics were used to measure the SRN model in the Scale-recurrent Network for Deep Image Deblurring paper on the GoPro dataset?
PSNR, SSIM, Params (M), FID, LPIPS
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 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 SDWNet model in the SDWNet: A Straight Dilated Network with Wavelet Transformation for Image Deblurring paper on the RealBlur-R(trained on GoPro) dataset?
PSNR
What metrics were used to measure the MHNet model in the Mixed Hierarchy Network for Image Restoration paper on the HIDE (trained on GOPRO) dataset?
PSNR, SSIM
What metrics were used to measure the M3SNet model in the A Mountain-Shaped Single-Stage Network for Accurate Image Restoration paper on the HIDE (trained on GOPRO) dataset?
PSNR, SSIM
What metrics were used to measure the M3SNet model in the A Mountain-Shaped Single-Stage Network for Accurate Image Restoration paper on the HIDE dataset?
PSNR, SSIM
What metrics were used to measure the MAXIM-3S model in the MAXIM: Multi-Axis MLP for Image Processing paper on the HIDE dataset?
PSNR, SSIM