SOTAVerified

Binary Classification

Papers

Showing 5175 of 2574 papers

TitleStatusHype
Category-Wise Fine-Tuning for Image Multi-label Classification with Partial LabelsCode1
Descriptive and Predictive Analysis of Euroleague Basketball Games and the Wisdom of Basketball CrowdsCode1
Can I Pour into It? Robot Imagining Open Containability Affordance of Previously Unseen Objects via Physical SimulationsCode1
Clinical Relation Extraction Using Transformer-based ModelsCode1
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and ExplanationCode1
Diffusion Mechanism in Residual Neural Network: Theory and ApplicationsCode1
Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power SystemCode1
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed DatasetsCode1
A Comparison Between Invariant and Equivariant Classical and Quantum Graph Neural NetworksCode1
Do Response Selection Models Really Know What's Next? Utterance Manipulation Strategies for Multi-turn Response SelectionCode1
Efficient and Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire DetectionCode1
Enhancing Mobile Face Anti-Spoofing: A Robust Framework for Diverse Attack Types under Screen FlashCode1
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial StatementsCode1
Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera SensorsCode1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
Self-supervised Spatial Reasoning on Multi-View Line DrawingsCode1
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
Bicleaner AI: Bicleaner Goes NeuralCode1
Boolformer: Symbolic Regression of Logic Functions with TransformersCode1
Benchmarking Distribution Shift in Tabular Data with TableShiftCode1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian ProcessesCode1
Beyond AUROC & co. for evaluating out-of-distribution detection performanceCode1
BORE: Bayesian Optimization by Density-Ratio EstimationCode1
An Empirical Study of Graph-Based Approaches for Semi-Supervised Time Series ClassificationCode1
Show:102550
← PrevPage 3 of 103Next →

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