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What metrics were used to measure the Deep Sleep Net model in the Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging paper on the MASS SS3 dataset?
Accuracy, Cohen's kappa, Macro-F1, Macro-averaged Accuracy
What metrics were used to measure the Simple Sleep Net model in the Dreem Open Datasets: Multi-Scored Sleep Datasets to compare Human and Automated sleep staging paper on the MASS SS3 dataset?
Accuracy, Cohen's kappa, Macro-F1, Macro-averaged Accuracy
What metrics were used to measure the CatBoost model in the Do Not Sleep on Traditional Machine Learning: Simple and Interpretable Techniques Are Competitive to Deep Learning for Sleep Scoring paper on the MASS SS3 dataset?
Accuracy, Cohen's kappa, Macro-F1, Macro-averaged Accuracy
What metrics were used to measure the DeepSleepNet model in the DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG paper on the MASS SS3 dataset?
Accuracy, Cohen's kappa, Macro-F1, Macro-averaged Accuracy
What metrics were used to measure the Linear model model in the paper on the MASS SS3 dataset?
Accuracy, Cohen's kappa, Macro-F1, Macro-averaged Accuracy
What metrics were used to measure the SPDTransNet model in the Structure-Preserving Transformers for Sequences of SPD Matrices paper on the MASS SS3 dataset?
Accuracy, Cohen's kappa, Macro-F1, Macro-averaged Accuracy
What metrics were used to measure the SleePyCo (Fpz-Cz only) model in the SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning paper on the Sleep-EDF (single-channel) dataset?
Accuracy
What metrics were used to measure the IITNet (Fpz-Cz only) model in the Intra- and Inter-epoch Temporal Context Network (IITNet) Using Sub-epoch Features for Automatic Sleep Scoring on Raw Single-channel EEG paper on the Sleep-EDF (single-channel) dataset?
Accuracy
What metrics were used to measure the SleePyCo (C3-A2 only) model in the SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning paper on the PhysioNet Challenge 2018 (single-channel) dataset?
Accuracy, Cohen's Kappa, Macro-F1
What metrics were used to measure the XSleepNet (C3-A2 only) model in the XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging paper on the PhysioNet Challenge 2018 (single-channel) dataset?
Accuracy, Cohen's Kappa, Macro-F1
What metrics were used to measure the SleePyCo (C4-A1 only) model in the SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning paper on the MASS (single-channel) dataset?
Accuracy, Cohen's Kappa, Macro-F1
What metrics were used to measure the XSleepNet (C4-A1 only) model in the XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging paper on the MASS (single-channel) dataset?
Accuracy, Cohen's Kappa, Macro-F1
What metrics were used to measure the XSleepNet2 (EEG, EOG, EMG) model in the XSleepNet: Multi-View Sequential Model for Automatic Sleep Staging paper on the SHHS dataset?
Accuracy, Cohen's Kappa, Macro-F1
What metrics were used to measure the SleePyCo (C4-A1 only) model in the SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning paper on the SHHS dataset?
Accuracy, Cohen's Kappa, Macro-F1
What metrics were used to measure the Seq2Seq4ATE model in the Exploring Sequence-to-Sequence Learning in Aspect Term Extraction paper on the SemEval 2014 Task 4 Laptop dataset?
F1-Score
What metrics were used to measure the Baseline model in the AWARE: Aspect-Based Sentiment Analysis Dataset of Apps Reviews for Requirements Elicitation paper on the AWARE dataset?
F1-Score
What metrics were used to measure the DAS model in the Continual Pre-training of Language Models paper on the ACL-ARC dataset?
F1 (macro)
What metrics were used to measure the CPT model in the Continual Training of Language Models for Few-Shot Learning paper on the AG News dataset?
F1 - macro
What metrics were used to measure the DAS model in the Continual Pre-training of Language Models paper on the SciERC dataset?
F1 (macro)
What metrics were used to measure the FC-Siam-Diff model in the Fully Convolutional Siamese Networks for Change Detection paper on the OSCD - 13ch dataset?
F1, Precision
What metrics were used to measure the FC-EF model in the Fully Convolutional Siamese Networks for Change Detection paper on the OSCD - 13ch dataset?
F1, Precision
What metrics were used to measure the DINO-MC (WRN-50) model in the DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops paper on the OSCD - 13ch dataset?
F1, Precision
What metrics were used to measure the SeCo model in the Seasonal Contrast: Unsupervised Pre-Training from Uncurated Remote Sensing Data paper on the OSCD - 13ch dataset?
F1, Precision
What metrics were used to measure the Task 2 CVA+Triangle model in the Self-supervised pre-training enhances change detection in Sentinel-2 imagery paper on the OSCD - 13ch dataset?
F1, Precision
What metrics were used to measure the Task 2 linear model in the Self-supervised pre-training enhances change detection in Sentinel-2 imagery paper on the OSCD - 13ch dataset?
F1, Precision
What metrics were used to measure the C-3PO model in the How to Reduce Change Detection to Semantic Segmentation paper on the PCD dataset?
F1 score
What metrics were used to measure the P2V-CD model in the Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images paper on the CDD Dataset (season-varying) dataset?
F1-Score
What metrics were used to measure the SNUNet-c48 model in the SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images paper on the CDD Dataset (season-varying) dataset?
F1-Score
What metrics were used to measure the SNUNet-c32 model in the SNUNet-CD: A Densely Connected Siamese Network for Change Detection of VHR Images paper on the CDD Dataset (season-varying) dataset?
F1-Score
What metrics were used to measure the ESCNet model in the ESCNet: An End-to-End Superpixel-Enhanced Change Detection Network for Very-High-Resolution Remote Sensing Images paper on the CDD Dataset (season-varying) dataset?
F1-Score
What metrics were used to measure the ChangeFormer model in the A Transformer-Based Siamese Network for Change Detection paper on the DSIFN-CD dataset?
F1, IoU, Overall Accuracy, Params(M)
What metrics were used to measure the USSFC-Net model in the Ultralightweight Spatial–Spectral Feature Cooperation Network for Change Detection in Remote Sensing Images paper on the DSIFN-CD dataset?
F1, IoU, Overall Accuracy, Params(M)
What metrics were used to measure the SARAS-Net model in the SARAS-Net: Scale and Relation Aware Siamese Network for Change Detection paper on the DSIFN-CD dataset?
F1, IoU, Overall Accuracy, Params(M)
What metrics were used to measure the ChangeStar(1x96, MiT-b1, Changen-90k) model in the Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process paper on the S2Looking dataset?
F1-Score
What metrics were used to measure the ChangeStar(1x96, ResNet-18, Changen-90k) model in the Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process paper on the S2Looking dataset?
F1-Score
What metrics were used to measure the Changer (Ex, ResNet-18) model in the Changer: Feature Interaction is What You Need for Change Detection paper on the S2Looking dataset?
F1-Score
What metrics were used to measure the C-3PO model in the How to Reduce Change Detection to Semantic Segmentation paper on the ChangeSim dataset?
Category mIoU
What metrics were used to measure the Changer (Ex, ResNeSt101) model in the Changer: Feature Interaction is What You Need for Change Detection paper on the LEVIR-CD dataset?
F1, IoU, Overall Accuracy
What metrics were used to measure the Changer (Ex, ResNeSt50) model in the Changer: Feature Interaction is What You Need for Change Detection paper on the LEVIR-CD dataset?
F1, IoU, Overall Accuracy
What metrics were used to measure the P2V-CD model in the Transition Is a Process: Pair-to-Video Change Detection Networks for Very High Resolution Remote Sensing Images paper on the LEVIR-CD dataset?
F1, IoU, Overall Accuracy
What metrics were used to measure the Changer (Ex, ResNet-18) model in the Changer: Feature Interaction is What You Need for Change Detection paper on the LEVIR-CD dataset?
F1, IoU, Overall Accuracy
What metrics were used to measure the ChangeStar(BiSup) model in the Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery paper on the LEVIR-CD dataset?
F1, IoU, Overall Accuracy
What metrics were used to measure the ChangeFormer model in the A Transformer-Based Siamese Network for Change Detection paper on the LEVIR-CD dataset?
F1, IoU, Overall Accuracy
What metrics were used to measure the FC-EF model in the Fully Convolutional Siamese Networks for Change Detection paper on the OSCD - 3ch dataset?
F1, Precision
What metrics were used to measure the FC-Siam-diff model in the Fully Convolutional Siamese Networks for Change Detection paper on the OSCD - 3ch dataset?
F1, Precision
What metrics were used to measure the PSRGAN model in the Infrared Image Super-Resolution via Transfer Learning and PSRGAN paper on the results-A dataset?
Average PSNR
What metrics were used to measure the PSRGAN model in the Infrared Image Super-Resolution via Transfer Learning and PSRGAN paper on the results-C dataset?
Average PSNR
What metrics were used to measure the Hokkien→En (Two-pass decoding) model in the Speech-to-speech translation for a real-world unwritten language paper on the TAT dataset?
ASR-BLEU (Dev), ASR-BLEU (Test)
What metrics were used to measure the Hokkien→En (Two-stage) model in the Speech-to-speech translation for a real-world unwritten language paper on the TAT dataset?
ASR-BLEU (Dev), ASR-BLEU (Test)
What metrics were used to measure the Hokkien→En (Three-stage) model in the Speech-to-speech translation for a real-world unwritten language paper on the TAT dataset?
ASR-BLEU (Dev), ASR-BLEU (Test)
What metrics were used to measure the Hokkien→En (Single-pass decoding) model in the Speech-to-speech translation for a real-world unwritten language paper on the TAT dataset?
ASR-BLEU (Dev), ASR-BLEU (Test)
What metrics were used to measure the En→Hokkien (Two-pass decoding) model in the Speech-to-speech translation for a real-world unwritten language paper on the TAT dataset?
ASR-BLEU (Dev), ASR-BLEU (Test)
What metrics were used to measure the En→Hokkien (Three-stage) model in the Speech-to-speech translation for a real-world unwritten language paper on the TAT dataset?
ASR-BLEU (Dev), ASR-BLEU (Test)
What metrics were used to measure the En→Hokkien (Two-stage) model in the Speech-to-speech translation for a real-world unwritten language paper on the TAT dataset?
ASR-BLEU (Dev), ASR-BLEU (Test)
What metrics were used to measure the En→Hokkien (Single-pass decoding) model in the Speech-to-speech translation for a real-world unwritten language paper on the TAT dataset?
ASR-BLEU (Dev), ASR-BLEU (Test)
What metrics were used to measure the Fine-tuned SOTA model in the Text and Code Embeddings by Contrastive Pre-Training paper on the MS MARCO dataset?
MRR@10
What metrics were used to measure the cpt-text XL model in the Text and Code Embeddings by Contrastive Pre-Training paper on the MS MARCO dataset?
MRR@10
What metrics were used to measure the cpt-text L model in the Text and Code Embeddings by Contrastive Pre-Training paper on the MS MARCO dataset?
MRR@10
What metrics were used to measure the BM25 model in the Text and Code Embeddings by Contrastive Pre-Training paper on the MS MARCO dataset?
MRR@10
What metrics were used to measure the Pix2SG model in the Location-Free Scene Graph Generation paper on the 4D-OR dataset?
F1
What metrics were used to measure the LABRAD-OR model in the LABRAD-OR: Lightweight Memory Scene Graphs for Accurate Bimodal Reasoning in Dynamic Operating Rooms paper on the 4D-OR dataset?
F1
What metrics were used to measure the 4D-OR baseline model in the 4D-OR: Semantic Scene Graphs for OR Domain Modeling paper on the 4D-OR dataset?
F1
What metrics were used to measure the FactorizableNet model in the Factorizable Net: An Efficient Subgraph-based Framework for Scene Graph Generation paper on the VRD dataset?
Recall@50
What metrics were used to measure the VRD model in the Visual Relationship Detection with Language Priors paper on the VRD dataset?
Recall@50
What metrics were used to measure the SceneGraphFusion model in the SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences paper on the 3R-Scan dataset?
Top-5 Accuracy
What metrics were used to measure the 3DSSG [Wald2020_3dssg] model in the SceneGraphFusion: Incremental 3D Scene Graph Prediction from RGB-D Sequences paper on the 3R-Scan dataset?
Top-5 Accuracy
What metrics were used to measure the Causal-TDE model in the Unbiased Scene Graph Generation from Biased Training paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the SG-EBM model in the Energy-Based Learning for Scene Graph Generation paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the GPS-Net model in the GPS-Net: Graph Property Sensing Network for Scene Graph Generation paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the LOGIN model in the Tackling the Challenges in Scene Graph Generation with Local-to-Global Interactions paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the VCTree model in the Learning to Compose Dynamic Tree Structures for Visual Contexts paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the NODIS model in the NODIS: Neural Ordinary Differential Scene Understanding paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the KERN model in the Knowledge-Embedded Routing Network for Scene Graph Generation paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the DLFE model in the Recovering the Unbiased Scene Graphs from the Biased Ones paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the IETrans model in the Fine-Grained Scene Graph Generation with Data Transfer paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the Graph-RCNN model in the Graph R-CNN for Scene Graph Generation paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the MSDN model in the Scene Graph Generation from Objects, Phrases and Region Captions paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the C-bias model in the Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the CogTree model in the CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation paper on the Visual Genome dataset?
Recall@50, mean Recall @20, Recall@100, Recall@20, mean Recall @100
What metrics were used to measure the RECALL model in the RECALL: Rehearsal-free Continual Learning for Object Classification paper on the HOWS long dataset?
Overall accuracy after last sequence
What metrics were used to measure the SVM model in the Classifying the Ideological Orientation of User-Submitted Texts in Social Media paper on the Reddit Ideology Database dataset?
F1-score (Weighted)
What metrics were used to measure the RoBERTa model in the Classifying the Ideological Orientation of User-Submitted Texts in Social Media paper on the Reddit Ideology Database dataset?
F1-score (Weighted)
What metrics were used to measure the Swin Transformer Base (Patch 4 Window 12) model in the A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images paper on the Autoimmune Dataset dataset?
F1 score
What metrics were used to measure the CASS model in the CASS: Cross Architectural Self-Supervision for Medical Image Analysis paper on the Autoimmune Dataset dataset?
F1 score
What metrics were used to measure the DINO model in the CASS: Cross Architectural Self-Supervision for Medical Image Analysis paper on the Autoimmune Dataset dataset?
F1 score
What metrics were used to measure the VANBUREN et all model in the A Data-Efficient Deep Learning Framework for Segmentation and Classification of Histopathology Images paper on the Autoimmune Dataset dataset?
F1 score
What metrics were used to measure the Spiking VGG-11 model in the Object Detection with Spiking Neural Networks on Automotive Event Data paper on the N-CARS dataset?
Accuracy
What metrics were used to measure the Spiking MobileNet-64 model in the Object Detection with Spiking Neural Networks on Automotive Event Data paper on the N-CARS dataset?
Accuracy
What metrics were used to measure the Spiking DenseNet121-24 model in the Object Detection with Spiking Neural Networks on Automotive Event Data paper on the N-CARS dataset?
Accuracy
What metrics were used to measure the MCNN-LSTM model in the Bearing Fault Diagnosis Base on Multi-scale CNN and LSTM Model paper on the CWRU Bearing Dataset dataset?
10 fold Cross validation
What metrics were used to measure the CNN model in the FaultNet: A Deep Convolutional Neural Network for bearing fault classification paper on the CWRU Bearing Dataset dataset?
10 fold Cross validation
What metrics were used to measure the GLNet model in the Convolutional Neural Networks Based Remote Sensing Scene Classification under Clear and Cloudy Environments paper on the RSSCN7 dataset?
1:1 Accuracy
What metrics were used to measure the CPM model in the Convolutional Pose Machines paper on the RSSCN7 dataset?
1:1 Accuracy
What metrics were used to measure the 1DCNN-ResNet model in the Sound-based drone fault classification using multitask learning paper on the Sound-based drone fault classification using multitask learning dataset?
macro f1 score (A(100), B(100), C(100) Avg.)
What metrics were used to measure the AAPSO-Deep Feature Selection model in the An Adaptive and Altruistic PSO-based Deep Feature Selection Method for Pneumonia Detection from Chest X-Rays paper on the Chest X-Ray Images (Pneumonia) dataset?
Accuracy
What metrics were used to measure the pFedBreD_ns_mg model in the Personalized Federated Learning with Hidden Information on Personalized Prior paper on the Sentiment140 dataset?
Accuracy
What metrics were used to measure the CASS model in the CASS: Cross Architectural Self-Supervision for Medical Image Analysis paper on the Brain Tumor MRI Dataset dataset?
F1 score
What metrics were used to measure the DINO model in the CASS: Cross Architectural Self-Supervision for Medical Image Analysis paper on the Brain Tumor MRI Dataset dataset?
F1 score
What metrics were used to measure the CNN model in the CIFAKE: Image Classification and Explainable Identification of AI-Generated Synthetic Images paper on the CIFAKE: Real and AI-Generated Synthetic Images dataset?
Validation Accuracy
What metrics were used to measure the TSEM model in the TSEM: Temporally Weighted Spatiotemporal Explainable Neural Network for Multivariate Time Series paper on the UCI Epileptic Seizure Recognition dataset?
Accuracy