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What metrics were used to measure the longdoc joint training model in the On Generalization in Coreference Resolution paper on the WikiCoref dataset?
F1
What metrics were used to measure the DeBERTa-1.5B model in the DeBERTa: Decoding-enhanced BERT with Disentangled Attention paper on the Winograd Schema Challenge dataset?
Accuracy
What metrics were used to measure the T5-11B model in the Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer paper on the Winograd Schema Challenge 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 Winograd Schema Challenge dataset?
Accuracy
What metrics were used to measure the longdoc joint training model in the On Generalization in Coreference Resolution paper on the Winograd Schema Challenge dataset?
Accuracy
What metrics were used to measure the DeepStruct multi-task w/ finetune model in the DeepStruct: Pretraining of Language Models for Structure Prediction paper on the CoNLL12 dataset?
Average F1, B3, CEAFϕ4, MUC
What metrics were used to measure the DeepStruct multi-task model in the DeepStruct: Pretraining of Language Models for Structure Prediction paper on the CoNLL12 dataset?
Average F1, B3, CEAFϕ4, MUC
What metrics were used to measure the HG model in the Entity Resolution with Hierarchical Graph Attention Networks paper on the WDC Watches-small dataset?
F1 (%)
What metrics were used to measure the DADER-NoDA model in the Domain Adaptation for Deep Entity Resolution: A Design Space Exploration paper on the WDC Watches-small dataset?
F1 (%)
What metrics were used to measure the Ditto model in the Deep Entity Matching with Pre-Trained Language Models paper on the WDC Watches-small dataset?
F1 (%)
What metrics were used to measure the JointBERT model in the Dual-Objective Fine-Tuning of BERT for Entity Matching paper on the WDC Watches-small dataset?
F1 (%)
What metrics were used to measure the RoBERTa-base model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-50%cc-unseen-medium dataset?
F1 (%)
What metrics were used to measure the Ditto model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-50%cc-unseen-medium dataset?
F1 (%)
What metrics were used to measure the HG model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-50%cc-unseen-medium dataset?
F1 (%)
What metrics were used to measure the RoBERTa-SupCon model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-50%cc-unseen-medium dataset?
F1 (%)
What metrics were used to measure the ALMSER-GB model in the Graph-boosted Active Learning for Multi-Source Entity Resolution paper on the MusicBrainz20K dataset?
F1
What metrics were used to measure the FAMER-SplitMerge model in the Scalable Matching and Clustering of Entities with FAMER paper on the MusicBrainz20K dataset?
F1
What metrics were used to measure the FAMER-Split model in the Scalable Matching and Clustering of Entities with FAMER paper on the MusicBrainz20K dataset?
F1
What metrics were used to measure the gpt4-0613_zeroshot model in the Entity Matching using Large Language Models paper on the WDC Products-80%cc-seen-medium dataset?
F1 (%)
What metrics were used to measure the RoBERTa-SupCon model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-80%cc-seen-medium dataset?
F1 (%)
What metrics were used to measure the Ditto model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-80%cc-seen-medium dataset?
F1 (%)
What metrics were used to measure the RoBERTa-base model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-80%cc-seen-medium dataset?
F1 (%)
What metrics were used to measure the HG model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-80%cc-seen-medium dataset?
F1 (%)
What metrics were used to measure the JointBERT model in the Dual-Objective Fine-Tuning of BERT for Entity Matching paper on the WDC Watches-xlarge dataset?
F1 (%)
What metrics were used to measure the Ditto model in the Deep Entity Matching with Pre-Trained Language Models paper on the WDC Watches-xlarge dataset?
F1 (%)
What metrics were used to measure the HG model in the Entity Resolution with Hierarchical Graph Attention Networks paper on the WDC Watches-xlarge dataset?
F1 (%)
What metrics were used to measure the RoBERTa-SupCon model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-80%cc-seen-medium-multi dataset?
F1 Micro
What metrics were used to measure the RoBERTa-base model in the WDC Products: A Multi-Dimensional Entity Matching Benchmark paper on the WDC Products-80%cc-seen-medium-multi dataset?
F1 Micro
What metrics were used to measure the BERT model in the Intermediate Training of BERT for Product Matching paper on the WDC Computers-small dataset?
F1 (%)
What metrics were used to measure the RoBERTa-SupCon model in the Supervised Contrastive Learning for Product Matching paper on the WDC Computers-small dataset?
F1 (%)
What metrics were used to measure the HG model in the Entity Resolution with Hierarchical Graph Attention Networks paper on the WDC Computers-small dataset?
F1 (%)
What metrics were used to measure the DADER-MMD model in the Domain Adaptation for Deep Entity Resolution: A Design Space Exploration paper on the WDC Computers-small dataset?
F1 (%)
What metrics were used to measure the Ditto model in the Deep Entity Matching with Pre-Trained Language Models paper on the WDC Computers-small dataset?
F1 (%)
What metrics were used to measure the JointBERT model in the Dual-Objective Fine-Tuning of BERT for Entity Matching paper on the WDC Computers-small dataset?
F1 (%)
What metrics were used to measure the gpt4-0613_zeroshot model in the Entity Matching using Large Language Models paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the RoBERTa-SupCon model in the Supervised Contrastive Learning for Product Matching paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the RobEM model in the Probing the Robustness of Pre-trained Language Models for Entity Matching paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the HG model in the Entity Resolution with Hierarchical Graph Attention Networks paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the Ditto model in the Deep Entity Matching with Pre-Trained Language Models paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the Random Forest model in the Profiling Entity Matching Benchmark Tasks paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the JointBERT model in the Dual-Objective Fine-Tuning of BERT for Entity Matching paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the DADER-MMD model in the Domain Adaptation for Deep Entity Resolution: A Design Space Exploration paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the DeepMatcher - Hybrid model in the Deep Learning for Entity Matching: A Design Space Exploration paper on the Abt-Buy dataset?
F1 (%)
What metrics were used to measure the RoBERTa-SupCon model in the Supervised Contrastive Learning for Product Matching paper on the WDC Computers-xlarge dataset?
F1 (%)
What metrics were used to measure the JointBERT model in the Dual-Objective Fine-Tuning of BERT for Entity Matching paper on the WDC Computers-xlarge dataset?
F1 (%)
What metrics were used to measure the BERT model in the Intermediate Training of BERT for Product Matching paper on the WDC Computers-xlarge dataset?
F1 (%)
What metrics were used to measure the HG model in the Entity Resolution with Hierarchical Graph Attention Networks paper on the WDC Computers-xlarge dataset?
F1 (%)
What metrics were used to measure the Ditto model in the Deep Entity Matching with Pre-Trained Language Models paper on the WDC Computers-xlarge dataset?
F1 (%)
What metrics were used to measure the Random Forest model in the Profiling Entity Matching Benchmark Tasks paper on the WDC Computers-xlarge dataset?
F1 (%)
What metrics were used to measure the gpt4-0613_fewshot-10 model in the Entity Matching using Large Language Models paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the RoBERTa-SupCon model in the Supervised Contrastive Learning for Product Matching paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the RobEM model in the Probing the Robustness of Pre-trained Language Models for Entity Matching paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the Random Forest model in the Profiling Entity Matching Benchmark Tasks paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the HG model in the Entity Resolution with Hierarchical Graph Attention Networks paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the Ditto model in the Deep Entity Matching with Pre-Trained Language Models paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the CorDEL-Sum model in the CorDEL: A Contrastive Deep Learning Approach for Entity Linkage paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the DeepMatcher - Hybrid model in the Deep Learning for Entity Matching: A Design Space Exploration paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the text-davinci-002_fewshot-10 model in the Can Foundation Models Wrangle Your Data? paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the text-davinci-002_zeroshot model in the Can Foundation Models Wrangle Your Data? paper on the Amazon-Google dataset?
F1 (%)
What metrics were used to measure the SUDHEER model in the Deep Convolutional Neural Network for Image Deconvolution paper on the FER2013 dataset?
10%
What metrics were used to measure the Lossyless Compressor model in the Lossy Compression for Lossless Prediction paper on the CIFAR-10 dataset?
Bit rate
What metrics were used to measure the iFlow model in the iFlow: Numerically Invertible Flows for Efficient Lossless Compression via a Uniform Coder paper on the ImageNet32 dataset?
bpsp
What metrics were used to measure the MS-PixelCNN model in the Parallel Multiscale Autoregressive Density Estimation paper on the ImageNet32 dataset?
bpsp
What metrics were used to measure the L3C model in the Practical Full Resolution Learned Lossless Image Compression paper on the ImageNet32 dataset?
bpsp
What metrics were used to measure the JPEG2000 model in the Practical Full Resolution Learned Lossless Image Compression paper on the ImageNet32 dataset?
bpsp
What metrics were used to measure the PNG model in the Practical Full Resolution Learned Lossless Image Compression paper on the ImageNet32 dataset?
bpsp
What metrics were used to measure the Lossyless Compressor model in the Lossy Compression for Lossless Prediction paper on the PCam dataset?
Bit rate
What metrics were used to measure the MLIC+ model in the MLIC: Multi-Reference Entropy Model for Learned Image Compression paper on the kodak dataset?
BD-Rate over VTM-17.0
What metrics were used to measure the MLIC++ model in the MLIC++: Linear Complexity Multi-Reference Entropy Modeling for Learned Image Compression paper on the kodak dataset?
BD-Rate over VTM-17.0
What metrics were used to measure the MLIC model in the MLIC: Multi-Reference Entropy Model for Learned Image Compression paper on the kodak dataset?
BD-Rate over VTM-17.0
What metrics were used to measure the LIC-TCM Large model in the Learned Image Compression with Mixed Transformer-CNN Architectures paper on the kodak dataset?
BD-Rate over VTM-17.0
What metrics were used to measure the ELIC model in the ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding paper on the kodak dataset?
BD-Rate over VTM-17.0
What metrics were used to measure the WACNN model in the The Devil Is in the Details: Window-based Attention for Image Compression paper on the kodak dataset?
BD-Rate over VTM-17.0
What metrics were used to measure the STF model in the The Devil Is in the Details: Window-based Attention for Image Compression paper on the kodak dataset?
BD-Rate over VTM-17.0
What metrics were used to measure the RK-CCSNet model in the Sequential Convolution and Runge-Kutta Residual Architecture for Image Compressed Sensing paper on the BSDS500 dataset?
Average PSNR, SSIM
What metrics were used to measure the Lossyless Compressor model in the Lossy Compression for Lossless Prediction paper on the Cars-196 dataset?
Bit rate
What metrics were used to measure the Lossyless Compressor model in the Lossy Compression for Lossless Prediction paper on the Oxford-IIIT Pet Dataset dataset?
Bit rate
What metrics were used to measure the Lossyless Compressor model in the Lossy Compression for Lossless Prediction paper on the STL-10 dataset?
Bit rate
What metrics were used to measure the Lossyless Compressor model in the Lossy Compression for Lossless Prediction paper on the Caltech101 dataset?
Bit rate
What metrics were used to measure the Lossyless Compressor model in the Lossy Compression for Lossless Prediction paper on the Food-101 dataset?
Bit rate
What metrics were used to measure the Lossyless Compressor model in the Lossy Compression for Lossless Prediction paper on the ImageNet dataset?
Bit rate
What metrics were used to measure the MobileBERT + 2bit-1dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the QNLI dataset?
Accuracy
What metrics were used to measure the MobileBERT + 1bit-1dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the QNLI dataset?
Accuracy
What metrics were used to measure the ADLIK-MO-ResNet50+W4A4 model in the Learned Step Size Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the ADLIK-MO-ResNet50+W3A4 model in the Learned Step Size Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the ResNet-18 + 4bit-1dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the MobileNet-v1 + 4bit-1dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the ResNet-18 + 2bit-1dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the MobileNet-v1 + 2bit-1dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the ResNet-18 + 4bit-4dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the ResNet-18 + 2bit-2dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the MobileNet-v1 + 4bit-4dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the ResNet-18 + 1bit-1dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the MobileNet-v1 + 2bit-2dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the MobileNet-v1 + 1bit-1dim model compression using DKM model in the R^2: Range Regularization for Model Compression and Quantization paper on the ImageNet dataset?
Top-1
What metrics were used to measure the CroCo-Flow model in the CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow paper on the Spring dataset?
1px total
What metrics were used to measure the MS-RAFT+ model in the High Resolution Multi-Scale RAFT (Robust Vision Challenge 2022) paper on the Spring dataset?
1px total
What metrics were used to measure the FlowFormer model in the FlowFormer: A Transformer Architecture for Optical Flow paper on the Spring dataset?
1px total
What metrics were used to measure the FlowNet2 model in the FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks paper on the Spring dataset?
1px total
What metrics were used to measure the RAFT model in the RAFT: Recurrent All-Pairs Field Transforms for Optical Flow paper on the Spring dataset?
1px total