SOTAVerified

Binary Classification

Papers

Showing 13311340 of 2574 papers

TitleStatusHype
Calibrating Deep Neural Networks by Pairwise Constraints0
The GatedTabTransformer. An enhanced deep learning architecture for tabular modelingCode1
Universal Online Learning with Bounded Loss: Reduction to Binary Classification0
Anomaly Detection using Capsule Networks for High-dimensional Datasets0
ToxTree: descriptor-based machine learning models for both hERG and Nav1.5 cardiotoxicity liability predictions0
The Quantum Version of Prediction for Binary Classification Problem by Ensemble Methods0
Prevalence Threshold and bounds in the Accuracy of Binary Classification Systems0
KGBoost: A Classification-based Knowledge Base Completion Method with Negative Sampling0
ML Supported Predictions for SAT Solvers Performance0
Overview of the HASOC Subtrack at FIRE 2021: Hate Speech and Offensive Content Identification in English and Indo-Aryan Languages0
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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