SOTAVerified

Binary Classification

Papers

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Showing 1776–1800 of 2574 papers

TitleStatusHype
Learning with Noisy Labels—0
Learning with precise spike times: A new decoding algorithm for liquid state machines—0
Learning with Protection: Rejection of Suspicious Samples under Adversarial Environment—0
Learning with Symmetric Label Noise: The Importance of Being Unhinged—0
Less Discriminatory Alternative and Interpretable XGBoost Framework for Binary Classification—0
Level Up the Deepfake Detection: a Method to Effectively Discriminate Images Generated by GAN Architectures and Diffusion Models—0
Leveraging Cascaded Binary Classification and Multimodal Fusion for Dementia Detection through Spontaneous Speech—0
Leveraging Explainable AI for LLM Text Attribution: Differentiating Human-Written and Multiple LLMs-Generated Text—0
Leveraging Hashtag Networks for Multimodal Popularity Prediction of Instagram Posts—0
Leveraging Pretrained Representations with Task-related Keywords for Alzheimer's Disease Detection—0
Leveraging Uncertainty Estimates To Improve Classifier Performance—0
Lexicase selection in Learning Classifier Systems—0
Liberating Seen Classes: Boosting Few-Shot and Zero-Shot Text Classification via Anchor Generation and Classification Reframing—0
Limiting Network Size within Finite Bounds for Optimization—0
Limits to Analog Reservoir Learning—0
Linear classifier design under heteroscedasticity in Linear Discriminant Analysis—0
Linear Classifiers Under Infinite Imbalance—0
Linear Dilation-Erosion Perceptron for Binary Classification—0
Linear Dilation-Erosion Perceptron Trained Using a Convex-Concave Procedure—0
Linearly Convergent Mixup Learning—0
Linear Predictive Coding for Acute Stress Prediction from Computer Mouse Movements—0
Linear Projections of Teacher Embeddings for Few-Class Distillation—0
Linking Generative Adversarial Learning and Binary Classification—0
Link Prediction Approach to Recommender Systems—0
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation—0
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All datasetsfakekickstarterGlyphnet DatasetTII-SSRC-23

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