SOTAVerified

Binary Classification

Papers

Showing 10411050 of 2574 papers

TitleStatusHype
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question AnsweringCode1
Influence of Utterance and Speaker Characteristics on the Classification of Children with Cleft Lip and Palate0
Multi-class Detection of Pathological Speech with Latent Features: How does it perform on unseen data?0
Stochastic Mirror Descent in Average Ensemble Models0
ProVe: A Pipeline for Automated Provenance Verification of Knowledge Graphs against Textual Sources0
Interpolating Discriminant Functions in High-Dimensional Gaussian Latent Mixtures0
Investigating the detection of Tortured Phrases in Scientific Literature0
On double-descent in uncertainty quantification in overparametrized modelsCode0
Margin Optimal Classification TreesCode0
Online LiDAR-Camera Extrinsic Parameters Self-checkingCode1
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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