SOTAVerified

Binary Classification

Papers

Showing 24812490 of 2574 papers

TitleStatusHype
Risk Bounds for the Majority Vote: From a PAC-Bayesian Analysis to a Learning Algorithm0
Multi-Labeled Classification of Demographic Attributes of Patients: a case study of diabetics patients0
Training Binary Multilayer Neural Networks for Image Classification using Expectation BackpropagationCode0
Optimally Combining Classifiers Using Unlabeled DataCode0
On the Predictive Properties of Binary Link Functions0
Learning Invariants using Decision Trees0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss0
Exploring Sparsity in Multi-class Linear Discriminant Analysis0
Empirically Estimable Classification Bounds Based on a New Divergence Measure0
On distinguishability criteria for estimating generative modelsCode1
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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