SOTAVerified

Binary Classification

Papers

Showing 21512175 of 2574 papers

TitleStatusHype
Assigning a Grade: Accurate Measurement of Road Quality Using Satellite Imagery0
TextMountain: Accurate Scene Text Detection via Instance Segmentation0
Distributed Inference for Linear Support Vector Machine0
A snapshot on nonstandard supervised learning problems: taxonomy, relationships and methods0
Embedding Uncertain Knowledge GraphsCode0
High Dimensional Classification through _0-Penalized Empirical Risk MinimizationCode0
Stochastic Gradient Descent Optimizes Over-parameterized Deep ReLU Networks0
Iris Presentation Attack Detection Based on Photometric Stereo FeaturesCode1
Adversarial Examples from Cryptographic Pseudo-Random Generators0
Deep Template Matching for Offline Handwritten Chinese Character Recognition0
Mammographic density: Comparison of visual assessment with fully automatic calculation on a multivendor dataset0
Learning Representations of Missing Data for Predicting Patient Outcomes0
Adapting multi-armed bandits policies to contextual bandits scenariosCode0
Comparison of Discrete Choice Models and Artificial Neural Networks in Presence of Missing Variables0
A Function Fitting Method0
Convolutional Neural Networks for Epileptic Seizure Prediction0
Automated Fact-Checking of Claims in Argumentative Parliamentary Debates0
Where is Your Evidence: Improving Fact-checking by Justification ModelingCode0
Unsupervised Identification of Disease Marker Candidates in Retinal OCT Imaging Data0
Boosted Convolutional Neural Networks for Motor Imagery EEG Decoding with Multiwavelet-based Time-Frequency Conditional Granger Causality Analysis0
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Condition Number Analysis of Logistic Regression, and its Implications for Standard First-Order Solution Methods0
Fairness for Whom? Critically reframing fairness with Nash Welfare Product0
Super-pixel cloud detection using Hierarchical Fusion CNN0
MOANOFS: Multi-Objective Automated Negotiation based Online Feature Selection System for Big Data Classification0
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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