SOTAVerified

Binary Classification

Papers

Showing 411420 of 2574 papers

TitleStatusHype
AXIAL: Attention-based eXplainability for Interpretable Alzheimer's Localized Diagnosis using 2D CNNs on 3D MRI brain scansCode2
Fake News Detection and Manipulation Reasoning via Large Vision-Language Models0
The Impact of an XAI-Augmented Approach on Binary Classification with Scarce Data0
Small Aerial Target Detection for Airborne Infrared Detection Systems using LightGBM and Trajectory Constraints0
OxonFair: A Flexible Toolkit for Algorithmic FairnessCode1
Advancing Process Verification for Large Language Models via Tree-Based Preference Learning0
EHRmonize: A Framework for Medical Concept Abstraction from Electronic Health Records using Large Language ModelsCode0
Pairwise Difference Learning for ClassificationCode1
IndoToxic2024: A Demographically-Enriched Dataset of Hate Speech and Toxicity Types for Indonesian Language0
Detecting Machine-Generated Texts: Not Just "AI vs Humans" and Explainability is Complicated0
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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