SOTAVerified

Binary Classification

Papers

Showing 24512460 of 2574 papers

TitleStatusHype
Design of Data-Driven Mathematical Laws for Optimal Statistical Classification Systems0
Des-q: a quantum algorithm to provably speedup retraining of decision trees0
Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines0
Detecting Adverse Drug Reactions from Biomedical Texts with Neural Networks0
Detecting and Mitigating Algorithmic Bias in Binary Classification using Causal Modeling0
Detecting Anti-vaccine Content on Twitter using Multiple Message-Based Network Representations0
Detecting Continuous Integration Skip : A Reinforcement Learning-based Approach0
Detecting Disengagement in Virtual Learning as an Anomaly using Temporal Convolutional Network Autoencoder0
Detecting immune cells with label-free two-photon autofluorescence and deep learning0
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