SOTAVerified

Binary Classification

Papers

Showing 16011610 of 2574 papers

TitleStatusHype
Stochastic Optimization for Machine Learning0
Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization0
Strategic Littlestone Dimension: Improved Bounds on Online Strategic Classification0
Streaming algorithms for evaluating noisy judges on unlabeled data -- binary classification0
Streaming Bayesian Inference for Crowdsourced Classification0
Strongly universally consistent nonparametric regression and classification with privatised data0
Studying the Robustness of Anti-adversarial Federated Learning Models Detecting Cyberattacks in IoT Spectrum Sensors0
Subclass Knowledge Distillation with Known Subclass Labels0
Subject-independent Classification of Meditative State from the Resting State using EEG0
SU-NLP at WNUT-2020 Task 2: The Ensemble Models0
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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