SOTAVerified

Binary Classification

Papers

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Showing 1951–1975 of 2574 papers

TitleStatusHype
Inferring Distributions Over Depth from a Single ImageCode0
U-Net with spatial pyramid pooling for drusen segmentation in optical coherence tomography—0
Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images—0
Classification under local differential privacy—0
Robust Deep Graph Based Learning for Binary Classification—0
15 Keypoints Is All You Need—0
Adversarial Risk via Optimal Transport and Optimal Couplings—0
Make Thunderbolts Less Frightening -- Predicting Extreme Weather Using Deep Learning—0
Capacity of the covariance perceptron—0
Beyond temperature scaling: Obtaining well-calibrated multi-class probabilities with Dirichlet calibrationCode0
Multiclass Performance Metric Elicitation—0
Convolutional neural networks model improvements using demographics and image processing filters on chest x-rays—0
Tropical Polynomial Division and Neural Networks—0
Receiver operating characteristic (ROC) movies, universal ROC (UROC) curves, and coefficient of predictive ability (CPA)Code0
Distributed estimation of principal support vector machines for sufficient dimension reduction—0
Data Augmentation Using Adversarial Training for Construction-Equipment Classification—0
Network Intrusion Detection based on LSTM and Feature Embedding—0
PAC learning with stable and private predictions—0
Spotting insects from satellites: modeling the presence of Culicoides imicola through Deep CNNs—0
Investigating Active Learning and Meta-Learning for Iterative Peptide Design—0
Towards non-toxic landscapes: Automatic toxic comment detection using DNN—0
Attribute noise robust binary classification—0
An "outside the box" solution for imbalanced data classification—0
Selective sampling for accelerating training of deep neural networksCode0
Streaming Bayesian Inference for Crowdsourced Classification—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified