SOTAVerified

Binary Classification

Papers

Showing 13111320 of 2574 papers

TitleStatusHype
On Vision Transformers for Classification Tasks in Side-Scan Sonar Imagery0
Open-Narrow-Synechiae Anterior Chamber Angle Classification in AS-OCT Sequences0
Open Problem: Is There an Online Learning Algorithm That Learns Whenever Online Learning Is Possible?0
Optical detection of Aflatoxins B in grained almonds using fluorescence spectroscopy and machine learning algorithms0
Optimal and Efficient Binary Questioning for Human-in-the-Loop Annotation0
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
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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