SOTAVerified

Binary Classification

Papers

Showing 241250 of 2574 papers

TitleStatusHype
Mechanical in-sensor computing: a programmable meta-sensor for structural damage classification without external electronic power0
Debate-to-Detect: Reformulating Misinformation Detection as a Real-World Debate with Large Language Models0
Anatomy-Guided Multitask Learning for MRI-Based Classification of Placenta Accreta Spectrum and its Subtypes0
Attention with Trained Embeddings Provably Selects Important Tokens0
Self-Classification Enhancement and Correction for Weakly Supervised Object Detection0
Self-Boost via Optimal Retraining: An Analysis via Approximate Message Passing0
Adaptive Estimation and Learning under Temporal Distribution Shift0
CSAGC-IDS: A Dual-Module Deep Learning Network Intrusion Detection Model for Complex and Imbalanced Data0
XDementNET: An Explainable Attention Based Deep Convolutional Network to Detect Alzheimer Progression from MRI dataCode0
Safety Alignment Can Be Not Superficial With Explicit Safety Signals0
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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