SOTAVerified

Binary Classification

Papers

Showing 22312240 of 2574 papers

TitleStatusHype
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
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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