SOTAVerified

Binary Classification

Papers

Showing 551575 of 2574 papers

TitleStatusHype
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification0
Consistency Analysis for Binary Classification Revisited0
Consistent optimization of AMS by logistic loss minimization0
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images0
A surrogate loss function for optimization of F_β score in binary classification with imbalanced data0
A study on the role of subsidiary information in replay attack spoofing detection0
A Little Confidence Goes a Long Way0
A study on cost behaviors of binary classification measures in class-imbalanced problems0
A Link between Coding Theory and Cross-Validation with Applications0
Active Model Aggregation via Stochastic Mirror Descent0
Computational behavior recognition in child and adolescent psychiatry: A statistical and machine learning analysis plan0
A study of conceptual language similarity: comparison and evaluation0
Aligning Multiclass Neural Network Classifier Criterion with Task Performance via F_β-Score0
A Study imbalance handling by various data sampling methods in binary classification0
Astrometric Binary Classification Via Artificial Neural Networks0
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms0
Accelerating Stochastic Gradient Descent Using Antithetic Sampling0
Computer-Aided Diagnosis of Label-Free 3-D Optical Coherence Microscopy Images of Human Cervical Tissue0
A Streaming Algorithm for Crowdsourced Data Classification0
A Stochastic Semismooth Newton Method for Nonsmooth Nonconvex Optimization0
ALEVS: Active Learning by Statistical Leverage Sampling0
A Static Analysis-based Cross-Architecture Performance Prediction Using Machine Learning0
A Large Visual, Qualitative and Quantitative Dataset of Web Pages0
MaxiMin Active Learning in Overparameterized Model Classes0
Compressing (Multidimensional) Learned Bloom Filters0
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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