SOTAVerified

Binary Classification

Papers

Showing 501525 of 2574 papers

TitleStatusHype
Solution space and storage capacity of fully connected two-layer neural networks with generic activation functions0
Multiclass ROC0
Non-Invasive Suicide Risk Prediction Through Speech Analysis0
Exploring Boundaries and Intensities in Offensive and Hate Speech: Unveiling the Complex Spectrum of Social Media DiscourseCode0
Assessing The Impact of CNN Auto Encoder-Based Image Denoising on Image Classification TasksCode0
A variable metric proximal stochastic gradient method: an application to classification problemsCode0
Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal LearningCode1
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder0
ToNER: Type-oriented Named Entity Recognition with Generative Language ModelCode0
StreakNet-Arch: An Anti-scattering Network-based Architecture for Underwater Carrier LiDAR-Radar ImagingCode0
Fast Fishing: Approximating BAIT for Efficient and Scalable Deep Active Image ClassificationCode1
Do We Really Need Imputation in AutoML Predictive Modeling?Code0
Uncertainty Quantification in Detecting Choroidal Metastases on MRI via Evolutionary Strategies0
Robust performance metrics for imbalanced classification problems0
Can Large Language Models Assess Serendipity in Recommender Systems?0
RiskLabs: Predicting Financial Risk Using Large Language Model based on Multimodal and Multi-Sources Data0
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Predictive Analytics of Varieties of PotatoesCode0
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
PyTorch Frame: A Modular Framework for Multi-Modal Tabular LearningCode4
Exploring Pathological Speech Quality Assessment with ASR-Powered Wav2Vec2 in Data-Scarce Context0
An Interactive Human-Machine Learning Interface for Collecting and Learning from Complex AnnotationsCode0
Leveraging Expert Input for Robust and Explainable AI-Assisted Lung Cancer Detection in Chest X-rays0
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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