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Binary Classification

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Showing 1701–1725 of 2574 papers

TitleStatusHype
The Utility of Abstaining in Binary Classification—0
Three-class Overlapped Speech Detection using a Convolutional Recurrent Neural Network—0
Three-way Imbalanced Learning based on Fuzzy Twin SVM—0
Tighter Bounds for Structured Estimation—0
TII-SSRC-23 Dataset: Typological Exploration of Diverse Traffic Patterns for Intrusion Detection—0
Tile Classification Based Viewport Prediction with Multi-modal Fusion Transformer—0
Time-optimal neural feedback control of nilpotent systems as a binary classification problem—0
Time-Series Forecasting: Unleashing Long-Term Dependencies with Fractionally Differenced Data—0
TNANet: A Temporal-Noise-Aware Neural Network for Suicidal Ideation Prediction with Noisy Physiological Data—0
Topological Expressivity of ReLU Neural Networks—0
Topological Understanding of Neural Networks, a survey—0
Topology Recoverability Prediction for Ad-Hoc Robot Networks: A Data-Driven Fault-Tolerant Approach—0
Top Score on the Wrong Exam: On Benchmarking in Machine Learning for Vulnerability Detection—0
To Transfer or Not to Transfer: Misclassification Attacks Against Transfer Learned Text Classifiers—0
Towards Adversarial Realism and Robust Learning for IoT Intrusion Detection and Classification—0
Towards Efficient Disaster Response via Cost-effective Unbiased Class Rate Estimation through Neyman Allocation Stratified Sampling Active Learning—0
Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics—0
Towards General Visual-Linguistic Face Forgery Detection—0
Towards Improved Learning in Gaussian Processes: The Best of Two Worlds—0
Predicting Human Impressions of Robot Performance During Navigation Tasks—0
Towards Intrinsic Common Discriminative Features Learning for Face Forgery Detection using Adversarial Learning—0
Towards Linearization Machine Learning Algorithms—0
Towards non-toxic landscapes: Automatic toxic comment detection using DNN—0
Towards optimally abstaining from prediction with OOD test examples—0
Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions—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