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What metrics were used to measure the Deep DCP model in the Unsupervised Single Image Dehazing Using Dark Channel Prior Loss paper on the SOTS Indoor dataset?
PSNR, SSIM
What metrics were used to measure the DehazeFormer-B model in the Vision Transformers for Single Image Dehazing paper on the RESIDE-6K 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 RESIDE-6K dataset?
PSNR, SSIM
What metrics were used to measure the DA-CLIP model in the Controlling Vision-Language Models for Universal Image Restoration paper on the RESIDE-6K 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 RESIDE-6K dataset?
PSNR, SSIM
What metrics were used to measure the DA model in the Domain Adaptation for Image Dehazing paper on the RESIDE-6K dataset?
PSNR, SSIM
What metrics were used to measure the DCPDN model in the Densely Connected Pyramid Dehazing Network paper on the RESIDE-6K 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 Outdoor dataset?
PSNR, SSIM
What metrics were used to measure the SFNet model in the Selective Frequency Network for Image Restoration paper on the SOTS Outdoor 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 Outdoor dataset?
PSNR, SSIM
What metrics were used to measure the SANet model in the Strip Attention for Image Restoration paper on the SOTS Outdoor dataset?
PSNR, SSIM
What metrics were used to measure the FocalNet model in the Focal Network for Image Restoration paper on the SOTS Outdoor 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 Outdoor 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 Outdoor 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 Outdoor 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 SOTS Outdoor dataset?
PSNR, SSIM
What metrics were used to measure the DehazeFormer-B model in the Vision Transformers for Single Image Dehazing paper on the SOTS Outdoor 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 Outdoor 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 Outdoor 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 Outdoor 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 Outdoor 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 Outdoor 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 Outdoor 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 Outdoor dataset?
PSNR, SSIM
What metrics were used to measure the Deep DCP model in the Unsupervised Single Image Dehazing Using Dark Channel Prior Loss paper on the SOTS Outdoor dataset?
PSNR, SSIM
What metrics were used to measure the Deep Energy (Network) model in the Deep-Energy: Unsupervised Training of Deep Neural Networks paper on the SOTS Outdoor 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 Outdoor dataset?
PSNR, SSIM
What metrics were used to measure the IF-Net model in the IF-Net: An Illumination-invariant Feature Network paper on the HPatches dataset?
0..5sec
What metrics were used to measure the dlpalign_cnn_bilstm model in the DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences paper on the OXBench dataset?
Total Column Score
What metrics were used to measure the dlpalign_cnn_bilstm model in the DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences paper on the SABMark v1.65 dataset?
Total Column Score
What metrics were used to measure the dlpalign_cnn_bilstm model in the DLPAlign: A Deep Learning based Progressive Alignment Method for Multiple Protein Sequences paper on the BAliBASE v3 dataset?
Total Column Score
What metrics were used to measure the mT0-13B model in the Crosslingual Generalization through Multitask Finetuning paper on the XWinograd EN dataset?
Accuracy
What metrics were used to measure the BLOOMZ model in the Crosslingual Generalization through Multitask Finetuning paper on the XWinograd EN dataset?
Accuracy
What metrics were used to measure the seq2seq model in the Coreference Resolution through a seq2seq Transition-Based System paper on the OntoNotes dataset?
F1
What metrics were used to measure the ASP+T0-3B model in the Autoregressive Structured Prediction with Language Models paper on the OntoNotes dataset?
F1
What metrics were used to measure the caw-coref + RoBERTa model in the CAW-coref: Conjunction-Aware Word-level Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the LingMess model in the LingMess: Linguistically Informed Multi Expert Scorers for Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the wl-coref + RoBERTa model in the Word-Level Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the U-MEM + Longformer model in the Efficient and Interpretable Neural Models for Entity Tracking paper on the OntoNotes dataset?
F1
What metrics were used to measure the G2GT SpanBERT-large reduced model in the Graph Refinement for Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the G2GT SpanBERT-large overlap model in the Graph Refinement for Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the SpanBERT model in the SpanBERT: Improving Pre-training by Representing and Predicting Spans paper on the OntoNotes dataset?
F1
What metrics were used to measure the U-MEM* + SpanBERT model in the Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks paper on the OntoNotes dataset?
F1
What metrics were used to measure the longdoc joint training model in the On Generalization in Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the BERT-large model in the BERT for Coreference Resolution: Baselines and Analysis paper on the OntoNotes dataset?
F1
What metrics were used to measure the BERT + EE model in the Coreference Resolution with Entity Equalization paper on the OntoNotes dataset?
F1
What metrics were used to measure the BERT-base model in the BERT for Coreference Resolution: Baselines and Analysis paper on the OntoNotes dataset?
F1
What metrics were used to measure the Reinforced + ELMo model in the End-to-end Deep Reinforcement Learning Based Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the c2f-coref model in the Higher-order Coreference Resolution with Coarse-to-fine Inference paper on the OntoNotes dataset?
F1
What metrics were used to measure the e2e-coref + ELMo + hyperparameter tuning model in the Higher-order Coreference Resolution with Coarse-to-fine Inference paper on the OntoNotes dataset?
F1
What metrics were used to measure the e2e-coref + ELMo model in the Deep contextualized word representations paper on the OntoNotes dataset?
F1
What metrics were used to measure the E2E-CR + ASL model in the Learning Word Representations with Cross-Sentence Dependency for End-to-End Co-reference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the e2e-coref model in the End-to-end Neural Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the Reward Rescaling model in the Deep Reinforcement Learning for Mention-Ranking Coreference Models paper on the OntoNotes dataset?
F1
What metrics were used to measure the NN Cluster Ranker model in the Improving Coreference Resolution by Learning Entity-Level Distributed Representations paper on the OntoNotes dataset?
F1
What metrics were used to measure the Global model in the Learning Global Features for Coreference Resolution paper on the OntoNotes dataset?
F1
What metrics were used to measure the MTL-coref model in the Incorporating Singletons and Mention-based Features in Coreference Resolution via Multi-task Learning for Better Generalization paper on the OntoGUM dataset?
Avg F1
What metrics were used to measure the SpanBERT model in the OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres paper on the OntoGUM dataset?
Avg F1
What metrics were used to measure the longdoc joint training model in the On Generalization in Coreference Resolution paper on the Quizbowl dataset?
F1
What metrics were used to measure the longdoc joint training model in the On Generalization in Coreference Resolution paper on the LitBank dataset?
F1
What metrics were used to measure the Joint model in the DWIE: an entity-centric dataset for multi-task document-level information extraction paper on the DWIE dataset?
Avg. F1
What metrics were used to measure the KB-both model in the Injecting Knowledge Base Information into End-to-End Joint Entity and Relation Extraction and Coreference Resolution paper on the DWIE dataset?
Avg. F1
What metrics were used to measure the Flan-T5 XXL (Zero Shot) model in the Scaling Instruction-Finetuned Language Models paper on the WSC dataset?
Accuracy
What metrics were used to measure the PaLM 540B model in the PaLM: Scaling Language Modeling with Pathways paper on the WSC dataset?
Accuracy
What metrics were used to measure the PaLM 2-M (one-shot) model in the PaLM 2 Technical Report paper on the WSC dataset?
Accuracy
What metrics were used to measure the PaLM 2-L (one-shot) model in the PaLM 2 Technical Report paper on the WSC dataset?
Accuracy
What metrics were used to measure the PaLM 2-S (one-shot) model in the PaLM 2 Technical Report paper on the WSC dataset?
Accuracy
What metrics were used to measure the GPT-3 175B (Few-Shot) model in the Language Models are Few-Shot Learners paper on the WSC dataset?
Accuracy
What metrics were used to measure the Neo-6B (QA + WS) model in the Ask Me Anything: A simple strategy for prompting language models paper on the WSC dataset?
Accuracy
What metrics were used to measure the Neo-6B (QA) model in the Ask Me Anything: A simple strategy for prompting language models paper on the WSC dataset?
Accuracy
What metrics were used to measure the N-Grammer model in the N-Grammer: Augmenting Transformers with latent n-grams paper on the WSC dataset?
Accuracy
What metrics were used to measure the AlexaTM 20B model in the AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model paper on the WSC dataset?
Accuracy
What metrics were used to measure the longdoc joint training model in the On Generalization in Coreference Resolution paper on the WSC dataset?
Accuracy
What metrics were used to measure the Neo-6B (few-shot) model in the Ask Me Anything: A simple strategy for prompting language models paper on the WSC dataset?
Accuracy
What metrics were used to measure the BFCR + SpanBERT + Transfer Learning model in the Coreference Resolution in Research Papers from Multiple Domains paper on the STM-coref dataset?
CoNLL F1
What metrics were used to measure the BFCR + SpanBERT model in the Coreference Resolution in Research Papers from Multiple Domains paper on the STM-coref dataset?
CoNLL F1
What metrics were used to measure the longdoc joint training model in the On Generalization in Coreference Resolution paper on the PreCo dataset?
F1
What metrics were used to measure the seq2seq model in the Coreference Resolution through a seq2seq Transition-Based System paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the CorefQA + SpanBERT-large model in the CorefQA: Coreference Resolution as Query-based Span Prediction paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the ASP+T0-3B model in the Autoregressive Structured Prediction with Language Models paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the wl-coref + RoBERTa model in the Word-Level Coreference Resolution paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the s2e + Longformer-Large model in the Coreference Resolution without Span Representations paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the SpanBERT + Cluster Merging model in the Revealing the Myth of Higher-Order Inference in Coreference Resolution paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the c2f + SpanBERT-Large model in the Coreference Resolution without Span Representations paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the CorefQA + SpanBERT-base model in the CorefQA: Coreference Resolution as Query-based Span Prediction paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the U-MEM* + SpanBERT-large model in the Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the c2f-coref + BERT-large model in the BERT for Coreference Resolution: Baselines and Analysis paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the EE + BERT-large model in the Coreference Resolution with Entity Equalization paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the dali-full-anaphora model in the A Cluster Ranking Model for Full Anaphora Resolution paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the reinforced model + ELMO model in the End-to-end Deep Reinforcement Learning Based Coreference Resolution paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the c2f-coref + ELMo model in the Higher-order Coreference Resolution with Coarse-to-fine Inference paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the e2e-coref + ELMo model in the End-to-end Neural Coreference Resolution paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the e2e-coref (ensemble) model in the End-to-end Neural Coreference Resolution paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the e2e-coref (single) model in the End-to-end Neural Coreference Resolution paper on the CoNLL 2012 dataset?
Avg F1
What metrics were used to measure the mT0-13B model in the Crosslingual Generalization through Multitask Finetuning paper on the XWinograd FR dataset?
Accuracy
What metrics were used to measure the BLOOMZ model in the Crosslingual Generalization through Multitask Finetuning paper on the XWinograd FR dataset?
Accuracy
What metrics were used to measure the ProBERT model in the Gendered Ambiguous Pronouns Shared Task: Boosting Model Confidence by Evidence Pooling paper on the GAP dataset?
Overall F1, Masculine F1 (M), Feminine F1 (F), Bias (F/M), F1
What metrics were used to measure the Full Ensemble model in the Gendered Pronoun Resolution using BERT and an extractive question answering formulation paper on the GAP dataset?
Overall F1, Masculine F1 (M), Feminine F1 (F), Bias (F/M), F1
What metrics were used to measure the PeTra model in the PeTra: A Sparsely Supervised Memory Model for People Tracking paper on the GAP dataset?
Overall F1, Masculine F1 (M), Feminine F1 (F), Bias (F/M), F1
What metrics were used to measure the dali-full-anaphora model in the A Cluster Ranking Model for Full Anaphora Resolution paper on the The ARRAU Corpus dataset?
Avg F1