SOTAVerified

Binary Classification

Papers

Showing 841850 of 2574 papers

TitleStatusHype
A global feature extraction model for the effective computer aided diagnosis of mild cognitive impairment using structural MRI images0
An Empirical Study of the Occurrence of Heavy-Tails in Training a ReLU Gate0
Distributed estimation of principal support vector machines for sufficient dimension reduction0
Distributed Inference for Linear Support Vector Machine0
Distributed support-vector-machine over dynamic balanced directed networks0
Besov Function Approximation and Binary Classification on Low-Dimensional Manifolds Using Convolutional Residual Networks0
Early-stopped neural networks are consistent0
Combining shape and contour features to improve tool wear monitoring in milling processes0
Distribution Embedding Network for Meta-Learning with Variable-Length Input0
A Robust Multi-Batch L-BFGS Method for Machine Learning0
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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