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Binary Classification

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Showing 1501–1550 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
Scmhl5 at TRAC-2 Shared Task on Aggression Identification: Bert Based Ensemble Learning Approach—0
SCREENER: A general framework for task-specific experiment design in quantitative MRI—0
Screening COVID-19 cases using Deep Neural Networks with X-ray images—0
SC-UPB at the VarDial 2019 Evaluation Campaign: Moldavian vs. Romanian Cross-Dialect Topic Identification—0
SeagrassFinder: Deep Learning for Eelgrass Detection and Coverage Estimation in the Wild—0
SecureFalcon: Are We There Yet in Automated Software Vulnerability Detection with LLMs?—0
Seeking Sinhala Sentiment: Predicting Facebook Reactions of Sinhala Posts—0
Selective Annotation of Sentence Parts: Identification of Relevant Sub-sentential Units—0
Selective Mixup Helps with Distribution Shifts, But Not (Only) because of Mixup—0
Selective Sampling for Online Best-arm Identification—0
Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing—0
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection—0
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions—0
Self-training Converts Weak Learners to Strong Learners in Mixture Models—0
Semantic Matching of Documents from Heterogeneous Collections: A Simple and Transparent Method for Practical Applications—0
Semantics in Multi-objective Genetic Programming—0
SemEval-2018 Task 3: Irony Detection in English Tweets—0
SemEval-2018 Task 9: Hypernym Discovery—0
SemEval-2022 Task 4: Patronizing and Condescending Language Detection—0
Semi-Parametric Uncertainty Bounds for Binary Classification—0
Semi-supervised binary classification with latent distance learning—0
Semi-Supervised Histology Classification using Deep Multiple Instance Learning and Contrastive Predictive Coding—0
Semi-supervised lung nodule retrieval—0
Sentence Boundary Detection for French with Subword-Level Information Vectors and Convolutional Neural Networks—0
SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets—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