SOTAVerified

Binary Classification

Papers

Showing 851875 of 2574 papers

TitleStatusHype
Discrete Rényi Classifiers0
Discrepancy Ratio: Evaluating Model Performance When Even Experts Disagree on the Truth0
Discovery Radiomics via StochasticNet Sequencers for Cancer Detection0
Discovering Differential Features: Adversarial Learning for Information Credibility Evaluation0
Binary Classification of Gaussian Mixtures: Abundance of Support Vectors, Benign Overfitting and Regularization0
Divisive Language and Propaganda Detection using Multi-head Attention Transformers with Deep Learning BERT-based Language Models for Binary Classification0
DNAGPT: A Generalized Pre-trained Tool for Versatile DNA Sequence Analysis Tasks0
Does Prompt Design Impact Quality of Data Imputation by LLMs?0
Does the evaluation stand up to evaluation? A first-principle approach to the evaluation of classifiers0
Domain Discrepancy Measure for Complex Models in Unsupervised Domain Adaptation0
Benign Overfitting under Learning Rate Conditions for α Sub-exponential Input0
Don't Just Blame Over-parametrization for Over-confidence: Theoretical Analysis of Calibration in Binary Classification0
A Deep Convolutional Neural Network for Lung Cancer Diagnostic0
A Classification-Based Approach to Cognate Detection Combining Orthographic and Semantic Similarity Information0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge0
DisCoveR: Accurate & Efficient Discovery of Declarative Process Models0
Discourse Relation Prediction: Revisiting Word Pairs with Convolutional Networks0
D-Unet: A Dual-encoder U-Net for Image Splicing Forgery Detection and Localization0
Benchmarking unsupervised near-duplicate image detection0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling0
Direct Symbol Decoding using GA-SVM in Chaotic Baseband Wireless Communication System0
An Effective Flow-based Method for Positive-Unlabeled Learning: 2-HNC0
Direct Loss Minimization for Structured Prediction0
Directional Embedding Based Semi-supervised Framework For Bird Vocalization Segmentation0
Benchmarking Offline Reinforcement Learning Algorithms for E-Commerce Order Fraud Evaluation0
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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