SOTAVerified

Binary Classification

Papers

Showing 101125 of 2574 papers

TitleStatusHype
Label Encoding for Regression NetworksCode1
Finding active galactic nuclei through FinkCode1
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Two is Better than Many? Binary Classification as an Effective Approach to Multi-Choice Question AnsweringCode1
Online LiDAR-Camera Extrinsic Parameters Self-checkingCode1
Combining Metric Learning and Attention Heads For Accurate and Efficient Multilabel Image ClassificationCode1
pystacked: Stacking generalization and machine learning in StataCode1
Self-Supervised Vision Transformers for Malware DetectionCode1
Scalable Quantum Neural Networks for ClassificationCode1
Detecting Spam Reviews on Vietnamese E-commerce WebsitesCode1
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent ApplicationsCode1
“Zo Grof !”: A Comprehensive Corpus for Offensive and Abusive Language in DutchCode1
Frustratingly Easy System Combination for Grammatical Error CorrectionCode1
TE2Rules: Explaining Tree Ensembles using RulesCode1
STREAMLINE: A Simple, Transparent, End-To-End Automated Machine Learning Pipeline Facilitating Data Analysis and Algorithm ComparisonCode1
Generalizable Method for Face Anti-Spoofing with Semi-Supervised LearningCode1
Findings of the The RuATD Shared Task 2022 on Artificial Text Detection in RussianCode1
Bicleaner AI: Bicleaner Goes NeuralCode1
Failure Detection in Medical Image Classification: A Reality Check and Benchmarking TestbedCode1
Distribution-Aware Graph Representation Learning for Transient Stability Assessment of Power SystemCode1
Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategyCode1
Smart App Attack: Hacking Deep Learning Models in Android AppsCode1
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence EmbeddingCode1
Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detectionCode1
Underwater single-channel acoustic signal multitarget recognition using convolutional neural networksCode1
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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