SOTAVerified

Binary Classification

Papers

Showing 20262050 of 2574 papers

TitleStatusHype
Multimodal Emotion Recognition Using Deep Canonical Correlation AnalysisCode0
Matching Images and Text with Multi-modal Tensor Fusion and Re-rankingCode0
User independent Emotion Recognition with Residual Signal-Image Network0
A Distraction Score for Watermarks0
Optimal multiclass overfitting by sequence reconstruction from Hamming queries0
Imbalance-XGBoost: Leveraging Weighted and Focal Losses for Binary Label-Imbalanced Classification with XGBoostCode0
Sentiment Analysis of Typhoon Related Tweets using Standard and Bidirectional Recurrent Neural Networks0
GANs 'N Lungs: improving pneumonia prediction0
Comparative judgments are more consistent than binary classification for labelling word complexity0
Learning Joint Acoustic-Phonetic Word Embeddings0
Anti-Money Laundering in Bitcoin: Experimenting with Graph Convolutional Networks for Financial ForensicsCode0
Prudence When Assuming Normality: an advice for machine learning practitioners0
Multi-task Self-Supervised Learning for Human Activity Detection0
Automated Mammogram Analysis with a Deep Learning Pipeline0
Bayesian Robustness: A Nonasymptotic Viewpoint0
Comparing Multi-class, Binary and Hierarchical Machine Learning Classification schemes for variable stars0
Discriminative Active LearningCode0
More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning0
Learning with precise spike times: A new decoding algorithm for liquid state machines0
Lexicase selection in Learning Classifier Systems0
The stochastic multi-gradient algorithm for multi-objective optimization and its application to supervised machine learning0
Template-Based Posit Multiplication for Training and Inferring in Neural NetworksCode0
Characterization of Overlap in Observational StudiesCode0
Resource-Efficient Wearable Computing for Real-Time Reconfigurable Machine Learning: A Cascading Binary Classification0
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification0
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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