SOTAVerified

Binary Classification

Papers

Showing 12611270 of 2574 papers

TitleStatusHype
Learning multiobjective rough terrain traversability0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor0
Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech TranslationCode4
The Dutch Draw: Constructing a Universal Baseline for Binary Prediction ModelsCode0
3D-EDM: Early Detection Model for 3D-Printer Faults0
Learning curves for the multi-class teacher-student perceptronCode0
Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation0
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets0
Masked Discrimination for Self-Supervised Learning on Point CloudsCode1
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated ImagesCode0
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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