SOTAVerified

Binary Classification

Papers

Showing 18511875 of 2574 papers

TitleStatusHype
Practical Perspectives on Quality Estimation for Machine Translation0
Learning representations for binary-classification without backpropagationCode0
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data0
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth0
Detection of Reading Absorption in User-Generated Book Reviews: Resources Creation and Evaluation0
Automated Discovery of Mathematical Definitions in Text0
Implementation of Supervised Training Approaches for Monolingual Word Sense Alignment: ACDH-CH System Description for the MWSA Shared Task at GlobaLex 20200
CompLex --- A New Corpus for Lexical Complexity Prediction from Likert Scale Data0
Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling0
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextCode0
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksCode0
Nonparallel Hyperplane Classifiers for Multi-category Classification0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm0
Learning from Aggregate ObservationsCode1
SpeedNet: Learning the Speediness in VideosCode1
Topology of deep neural networksCode0
DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment CorpusCode1
Decomposing Word Embedding with the Capsule Network0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise0
Deep Face Forgery DetectionCode0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping0
A generalised OMP algorithm for feature selection with application to gene expression data0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified