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Binary Classification

Papers

Showing 16811690 of 2574 papers

TitleStatusHype
JCT at SemEval-2020 Task 1: Combined Semantic Vector Spaces Models for Unsupervised Lexical Semantic Change Detection0
Learning with Knowledge of Structure: A Neural Network-Based Approach for MIMO-OFDM Detection0
A Fair Classifier Using Kernel Density Estimation0
Fake News Detection in Social Media using Graph Neural Networks and NLP Techniques: A COVID-19 Use-case0
Binary Classification: Counterbalancing Class Imbalance by Applying Regression Models in Combination with One-Sided Label Shifts0
Hybrid quantum-classical classifier based on tensor network and variational quantum circuit0
An anatomically-informed 3D CNN for brain aneurysm classification with weak labels0
Implicit bias of deep linear networks in the large learning rate phase0
Screening COVID-19 cases using Deep Neural Networks with X-ray images0
A More Biologically Plausible Local Learning Rule for ANNs0
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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