SOTAVerified

Binary Classification

Papers

Showing 841850 of 2574 papers

TitleStatusHype
GlyphNet: Homoglyph domains dataset and detection using attention-based Convolutional Neural NetworksCode3
On Orderings of Probability Vectors and Unsupervised Performance EstimationCode0
Fairness in Multi-Task Learning via Wasserstein BarycentersCode0
Training shallow ReLU networks on noisy data using hinge loss: when do we overfit and is it benign?0
Is the Volume of a Credal Set a Good Measure for Epistemic Uncertainty?0
Hierarchical confusion matrix for classification performance evaluationCode0
Re-Benchmarking Pool-Based Active Learning for Binary ClassificationCode0
SQL2Circuits: Estimating Metrics for SQL Queries with a Quantum Natural Language Processing Method0
NoCoLA: The Norwegian Corpus of Linguistic AcceptabilityCode0
Making Binary Classification from Multiple Unlabeled Datasets Almost Free of Supervision0
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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