SOTAVerified

Binary Classification

Papers

Showing 20212030 of 2574 papers

TitleStatusHype
Optimal and Provable Calibration in High-Dimensional Binary Classification: Angular Calibration and Platt Scaling0
Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics0
Optimal Learners for Multiclass Problems0
Optimally Efficient Sequential Calibration of Binary Classifiers to Minimize Classification Error0
Optimal multiclass overfitting by sequence reconstruction from Hamming queries0
Optimal PAC Bounds Without Uniform Convergence0
Optimal Symmetries in Binary Classification0
Optimal Transfer Learning Model for Binary Classification of Funduscopic Images through Simple Heuristics0
Optimising HEP parameter fits via Monte Carlo weight derivative regression0
Optimization of bi-directional gated loop cell based on multi-head attention mechanism for SSD health state classification model0
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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