SOTAVerified

Binary Classification

Papers

Showing 18111820 of 2574 papers

TitleStatusHype
Signed Graph Metric Learning via Gershgorin Disc Perfect AlignmentCode0
Algebraic Ground Truth Inference: Non-Parametric Estimation of Sample Errors by AI Algorithms0
Vietnamese Word Segmentation with SVM: Ambiguity Reduction and Suffix CaptureCode0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (but you should do a line-search)Code0
Pairwise Supervision Can Provably Elicit a Decision Boundary0
Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification0
Is deep learning necessary for simple classification tasks?Code3
Achieving robustness in classification using optimal transport with hinge regularizationCode1
Binary Classification with Classical Instances and Quantum Labels0
Scalable Partial Explainability in Neural Networks via Flexible Activation Functions0
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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