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Binary Classification

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Showing 651–675 of 2574 papers

TitleStatusHype
Convex Fairness Constrained Model Using Causal Effect Estimators—0
Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach—0
A termination criterion for stochastic gradient descent for binary classification—0
Convolutional Neural Networks for Epileptic Seizure Prediction—0
Convolutional neural networks model improvements using demographics and image processing filters on chest x-rays—0
Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT—0
cOOpD: Reformulating COPD classification on chest CT scans as anomaly detection using contrastive representations—0
Copiloting Diagnosis of Autism in Real Clinical Scenarios via LLMs—0
Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning—0
A topic-based sentence representation for extractive text summarization—0
Correlated Feature Aggregation by Region Helps Distinguish Aggressive from Indolent Clear Cell Renal Cell Carcinoma Subtypes on CT—0
Corruption Robust Active Learning—0
A Transformer-Based Framework for Payload Malware Detection and Classification—0
Cost Sensitive Learning in the Presence of Symmetric Label Noise—0
Attention-Based Methods For Audio Question Answering—0
Counterfactual Explanations via Latent Space Projection and Interpolation—0
Active Heteroscedastic Regression—0
Attention with Trained Embeddings Provably Selects Important Tokens—0
COVID-19 Detection Using Slices Processing Techniques and a Modified Xception Classifier from Computed Tomography Images—0
Attribute-Enhanced Similarity Ranking for Sparse Link Prediction—0
Communication-Efficient Distributed Optimization of Self-Concordant Empirical Loss—0
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-19—0
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks—0
Attribution analysis of legal language as used by LLM—0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization—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