SOTAVerified

Binary Classification

Papers

Showing 22262250 of 2574 papers

TitleStatusHype
Split-PU: Hardness-aware Training Strategy for Positive-Unlabeled LearningCode0
Evaluating Factual Consistency of Summaries with Large Language ModelsCode0
Vision-based Estimation of Fatigue and Engagement in Cognitive Training SessionsCode0
Evaluating Online and Offline Accuracy Traversal Algorithms for k-Complete Neural Network ArchitecturesCode0
A Decision-Based Heterogenous Graph Attention Network for Multi-Class Fake News DetectionCode0
Reduced Dilation-Erosion Perceptron for Binary ClassificationCode0
Evaluating the Fairness of the MIMIC-IV Dataset and a Baseline Algorithm: Application to the ICU Length of Stay PredictionCode0
Reducing Data Complexity using Autoencoders with Class-informed Loss FunctionsCode0
VICTOR: Visual Incompatibility Detection with Transformers and Fashion-specific contrastive pre-trainingCode0
Evaluation of Data Augmentation and Loss Functions in Semantic Image Segmentation for Drilling Tool Wear DetectionCode0
Evaluation of Hate Speech Detection Using Large Language Models and Geographical ContextualizationCode0
Learning Label Encodings for Deep RegressionCode0
Learning Multi-Domain Convolutional Neural Networks for Visual TrackingCode0
Ward2ICU: A Vital Signs Dataset of Inpatients from the General WardCode0
Event detection in Twitter: A keyword volume approachCode0
The Google Similarity DistanceCode0
Evolutionary Multitasking AUC OptimizationCode0
Reframing Audience Expansion through the Lens of Probability Density EstimationCode0
Adaptive Neural Networks for Efficient InferenceCode0
Regularized Classification-Aware QuantizationCode0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (but you should do a line-search)Code0
Relabeling Minimal Training Subset to Flip a PredictionCode0
Learning representations for binary-classification without backpropagationCode0
Expanding boundaries of Gap Safe screeningCode0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
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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