SOTAVerified

Binary Classification

Papers

Showing 76100 of 2574 papers

TitleStatusHype
Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical SimulationsCode1
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object DetectionCode1
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and ExplanationCode1
Beyond AUROC & co. for evaluating out-of-distribution detection performanceCode1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
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
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
Self-supervised Spatial Reasoning on Multi-View Line DrawingsCode1
Benchmarking Distribution Shift in Tabular Data with TableShiftCode1
DALC: the Dutch Abusive Language CorpusCode1
Bicleaner AI: Bicleaner Goes NeuralCode1
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
A survey of bias in Machine Learning through the prism of Statistical Parity for the Adult Data SetCode1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
Detecting Spam Reviews on Vietnamese E-commerce WebsitesCode1
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsCode1
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake DetectionCode1
Aerial Imagery Pile burn detection using Deep Learning: the FLAME datasetCode1
Dynamically Mitigating Data Discrepancy with Balanced Focal Loss for Replay Attack DetectionCode1
Achieving robustness in classification using optimal transport with hinge regularizationCode1
Enhancing Mobile Face Anti-Spoofing: A Robust Framework for Diverse Attack Types under Screen FlashCode1
Architecture for Trajectory-Based Fishing Ship Classification with AIS DataCode1
Applying Self-supervised Learning to Network Intrusion Detection for Network Flows with Graph Neural NetworkCode1
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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