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Binary Classification

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Showing 1501–1525 of 2574 papers

TitleStatusHype
Robust Bloom Filters for Large MultiLabel Classification Tasks—0
Robust Classification of High-Dimensional Spectroscopy Data Using Deep Learning and Data Synthesis—0
Robust Classification Under Sample Selection Bias—0
Robust Deep Graph Based Learning for Binary Classification—0
Robust Detection of LLM-Generated Text: A Comparative Analysis—0
Robustifying Binary Classification to Adversarial Perturbation—0
Robust Logistic Regression and Classification—0
Robustness of Neural Networks to Parameter Quantization—0
Robust performance metrics for imbalanced classification problems—0
Robust SVM Optimization in Banach spaces—0
Rolling Riemannian Manifolds to Solve the Multi-class Classification Problem—0
Rooms with Text: A Dataset for Overlaying Text Detection—0
Rotation Invariant Descriptors for Galaxy Morphological Classification—0
Safety Alignment Can Be Not Superficial With Explicit Safety Signals—0
Sample Complexity of Nonparametric Semi-Supervised Learning—0
Sample Compression Scheme Reductions—0
Sample Efficient Subspace-based Representations for Nonlinear Meta-Learning—0
Sapphire at SemEval-2022 Task 4: A Patronizing and Condescending Language Detection Model Based on Capsule Networks—0
sarcasm detection and quantification in arabic tweets—0
Scalable Approximations for Generalized Linear Problems—0
Scalable Gaussian Processes for Supervised Hashing—0
Scalable Partial Explainability in Neural Networks via Flexible Activation Functions—0
Scalar Adjective Identification and Multilingual Ranking—0
Scaling Densities For Improved Density Ratio Estimation—0
Scene Image is Non-Mutually Exclusive - A Fuzzy Qualitative Scene Understanding—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