SOTAVerified

Binary Classification

Papers

Showing 18761900 of 2574 papers

TitleStatusHype
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
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
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data0
Automated Discovery of Mathematical Definitions in Text0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling0
Learning representations for binary-classification without backpropagationCode0
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextCode0
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Nonparallel Hyperplane Classifiers for Multi-category Classification0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm0
Topology of deep neural networksCode0
Decomposing Word Embedding with the Capsule Network0
Combined Cleaning and Resampling Algorithm for Multi-Class Imbalanced Data with Label Noise0
Deep Face Forgery DetectionCode0
A generalised OMP algorithm for feature selection with application to gene expression data0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping0
Automated Methods for Detection and Classification Pneumonia based on X-Ray Images Using Deep Learning0
Seeing The Whole Patient: Using Multi-Label Medical Text Classification Techniques to Enhance Predictions of Medical CodesCode0
Optimising HEP parameter fits via Monte Carlo weight derivative regression0
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis0
A termination criterion for stochastic gradient descent for binary classification0
Multi-Class classification of vulnerabilities in Smart Contracts using AWD-LSTM, with pre-trained encoder inspired from natural language processing0
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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