SOTAVerified

Binary Classification

Papers

Showing 16711680 of 2574 papers

TitleStatusHype
Information Transfer Rate in BCIs: Towards Tightly Integrated Symbiosis0
Infusing Acoustic Pause Context into Text-Based Dementia Assessment0
Injecting Explainability and Lightweight Design into Weakly Supervised Video Anomaly Detection Systems0
Instance-Based Classification through Hypothesis Testing0
Integer Factorisation, Fermat & Machine Learning on a Classical Computer0
Integrating Audio-Visual Features for Multimodal Deepfake Detection0
Integrating Deep Learning with Fundus and Optical Coherence Tomography for Cardiovascular Disease Prediction0
Integrating Large Language Models and Reinforcement Learning for Non-Linear Reasoning0
Integrating Large Language Models into a Tri-Modal Architecture for Automated Depression Classification on the DAIC-WOZ0
Integrative Deep Learning Framework for Parkinson's Disease Early Detection using Gait Cycle Data Measured by Wearable Sensors: A CNN-GRU-GNN Approach0
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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