SOTAVerified

Binary Classification

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 376–400 of 2574 papers

TitleStatusHype
Attribution analysis of legal language as used by LLM—0
The Effect of Optimal Self-Distillation in Noisy Gaussian Mixture ModelCode0
Enhanced Intrusion Detection in IIoT Networks: A Lightweight Approach with Autoencoder-Based Feature Learning—0
Gland Segmentation Using SAM With Cancer Grade as a Prompt—0
Implementation of an Asymmetric Adjusted Activation Function for Class Imbalance Credit Scoring—0
Adaptive Cyber-Attack Detection in IIoT Using Attention-Based LSTM-CNN Models—0
LuxVeri at GenAI Detection Task 1: Inverse Perplexity Weighted Ensemble for Robust Detection of AI-Generated Text across English and Multilingual Contexts—0
Leveraging graph neural networks and mobility data for COVID-19 forecastingCode0
Zero-shot and Few-shot Learning with Instruction-following LLMs for Claim Matching in Automated Fact-checking—0
Empirical Evaluation of Embedding Models in the Context of Text Classification in Document Review in Construction Delay Disputes—0
PAC Learnability of Scenario Decision-Making Algorithms: Necessary and Sufficient Conditions—0
Modeling Quantum Machine Learning for Genomic Data Analysis—0
Privacy-Preserving Model and Preprocessing Verification for Machine Learning—0
Comparative Analysis of Efficient Adapter-Based Fine-Tuning of State-of-the-Art Transformer Models—0
Early prediction of the transferability of bovine embryos from videomicroscopy—0
Head Motion Degrades Machine Learning Classification of Alzheimer's Disease from Positron Emission Tomography—0
Linearly Convergent Mixup Learning—0
Large Language Models For Text Classification: Case Study And Comprehensive Review—0
ADAM-1: AI and Bioinformatics for Alzheimer's Detection and Microbiome-Clinical Data Integrations—0
A Feature-Level Ensemble Model for COVID-19 Identification in CXR Images using Choquet Integral and Differential Evolution Optimization—0
Communication-Efficient, 2D Parallel Stochastic Gradient Descent for Distributed-Memory Optimization—0
A Comprehensive Evaluation of Large Language Models on Mental Illnesses in Arabic Context—0
Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set ConditionCode0
Automated external cervical resorption segmentation in cone-beam CT using local texture features—0
Stability and List-Replicability for Agnostic Learners—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified