SOTAVerified

Binary Classification

Papers

Showing 12511275 of 2574 papers

TitleStatusHype
Breaking Fair Binary Classification with Optimal Flipping Attacks0
Intersection Prediction from Single 360° Image via Deep Detection of Possible Direction of Travel0
On Improving Cross-dataset Generalization of Deepfake Detectors0
Emphasis on the Minimization of False Negatives or False Positives in Binary Classification0
A Weakly Supervised Propagation Model for Rumor Verification and Stance Detection with Multiple Instance Learning0
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detectionCode1
Building Decision Forest via Deep Reinforcement Learning0
Fusing Interpretable Knowledge of Neural Network Learning Agents For Swarm-GuidanceCode0
Underwater single-channel acoustic signal multitarget recognition using convolutional neural networksCode1
Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks0
Learning multiobjective rough terrain traversability0
BELLATREX: Building Explanations through a LocaLly AccuraTe Rule EXtractor0
Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech TranslationCode4
The Dutch Draw: Constructing a Universal Baseline for Binary Prediction ModelsCode0
3D-EDM: Early Detection Model for 3D-Printer Faults0
Learning curves for the multi-class teacher-student perceptronCode0
Multi-class Label Noise Learning via Loss Decomposition and Centroid Estimation0
Masked Discrimination for Self-Supervised Learning on Point CloudsCode1
ASE: Anomaly Scoring Based Ensemble Learning for Imbalanced Datasets0
Transferable Class-Modelling for Decentralized Source Attribution of GAN-Generated ImagesCode0
Decision-Making under Miscalibration0
The Structured Abstain Problem and the Lovász Hinge0
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled DataCode0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold0
Using Word Embeddings to Analyze Protests News0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98Unverified
2LightGBM + OpenAI embeddingAUROC0.97Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96Unverified
4LightGBM + RoBERTa embeddingAUROC0.95Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94Unverified
6ResNet + RoBERTa embeddingAUROC0.93Unverified
7ResNet + OpenAI embeddingAUROC0.92Unverified
8FTTransformer + OpenAI embeddingAUROC0.91Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81Unverified
2Multimodal-Net All-TextAUROC0.8Unverified
3ResNet + RoBERTa finetuneAUROC0.79Unverified
4LightGBM + RoBERTa embeddingAUROC0.77Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79Unverified