SOTAVerified

Binary Classification

Papers

Showing 22512260 of 2574 papers

TitleStatusHype
On the Variance of Neural Network Training with respect to Test Sets and Distributions0
Calibrated Surrogate Maximization of Linear-fractional Utility in Binary Classification0
Calibrating Deep Neural Networks by Pairwise Constraints0
Calibration of Machine Learning Classifiers for Probability of Default Modelling0
CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting0
Achieving Reliable and Fair Skin Lesion Diagnosis via Unsupervised Domain Adaptation0
Can Large Language Models Assess Serendipity in Recommender Systems?0
Capacity of the covariance perceptron0
CapsF: Capsule Fusion for Extracting psychiatric stressors for suicide from twitter0
CardiffNLP-Metaphor at SemEval-2022 Task 2: Targeted Fine-tuning of Transformer-based Language Models for Idiomaticity Detection0
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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