SOTAVerified

Binary Classification

Papers

Showing 12411250 of 2574 papers

TitleStatusHype
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence EmbeddingCode1
Handling Imbalanced Classification Problems With Support Vector Machines via Evolutionary Bilevel Optimization0
Inducing Gaussian Process Networks0
Ordinal-ResLogit: Interpretable Deep Residual Neural Networks for Ordered Choices0
Imbalanced Classification via a Tabular Translation GAN0
UMass PCL at SemEval-2022 Task 4: Pre-trained Language Model Ensembles for Detecting Patronizing and Condescending Language0
Application of Transfer Learning and Ensemble Learning in Image-level Classification for Breast Histopathology0
Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition0
MARF: Multiscale Adaptive-switch Random Forest for Leg Detection with 2D Laser Scanners0
Generalization Error Bounds for Multiclass Sparse Linear Classifiers0
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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