SOTAVerified

Binary Classification

Papers

Showing 18811890 of 2574 papers

TitleStatusHype
Explaining a probabilistic prediction on the simplex with Shapley compositions0
Advancing Mental Health Pre-Screening: A New Custom GPT for Psychological Distress Assessment0
Do Large Language Models Speak All Languages Equally? A Comparative Study in Low-Resource Settings0
ClassiFIM: An Unsupervised Method To Detect Phase Transitions0
Deepfake Forensic Analysis: Source Dataset Attribution and Legal Implications of Synthetic Media Manipulation0
3D-EDM: Early Detection Model for 3D-Printer Faults0
3D Interest Point Detection via Discriminative Learning0
A Baseline for Self-state Identification and Classification in Mental Health Data: CLPsych 2025 Task0
ABBA-VSM: Time Series Classification using Symbolic Representation on the Edge0
A Bi-level Framework for Traffic Accident Duration Prediction: Leveraging Weather and Road Condition Data within a Practical Optimum Pipeline0
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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