SOTAVerified

Binary Classification

Papers

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Showing 1961–1970 of 2574 papers

TitleStatusHype
Of Dice and Games: A Theory of Generalized Boosting—0
On Agnostic PAC Learning in the Small Error Regime—0
On a scalable problem transformation method for multi-label learning—0
On Binary Classification in Extreme Regions—0
On Binary Classification with Single-Layer Convolutional Neural Networks—0
On computable learning of continuous features—0
On Computationally Efficient Multi-Class Calibration—0
One-Class Knowledge Distillation for Spoofing Speech Detection—0
One-vs.-One Mitigation of Intersectional Bias: A General Method to Extend Fairness-Aware Binary Classification—0
On Excess Risk Convergence Rates of Neural Network Classifiers—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified