SOTAVerified

Binary Classification

Papers

Showing 2650 of 2574 papers

TitleStatusHype
Detecting and Grounding Multi-Modal Media ManipulationCode2
Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face DetectorCode2
Counterfactual Zero-Shot and Open-Set Visual RecognitionCode1
Self-supervised Spatial Reasoning on Multi-View Line DrawingsCode1
Viral Pneumonia Screening on Chest X-ray Images Using Confidence-Aware Anomaly DetectionCode1
Constrained Optimization to Train Neural Networks on Critical and Under-Represented ClassesCode1
A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural NetworksCode1
Constructing long-short stock portfolio with a new listwise learn-to-rank algorithmCode1
DALC: the Dutch Abusive Language CorpusCode1
Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategyCode1
Rank consistent ordinal regression for neural networks with application to age estimationCode1
Clinical Relation Extraction Using Transformer-based ModelsCode1
Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera SensorsCode1
Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical SimulationsCode1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
ConspEmoLLM: Conspiracy Theory Detection Using an Emotion-Based Large Language ModelCode1
Bicleaner AI: Bicleaner Goes NeuralCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
ACFD: Asymmetric Cartoon Face DetectorCode1
A Closer Look at AUROC and AUPRC under Class ImbalanceCode1
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
Beyond AUROC & co. for evaluating out-of-distribution detection performanceCode1
Achieving robustness in classification using optimal transport with hinge regularizationCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
BORE: Bayesian Optimization by Density-Ratio EstimationCode1
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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