SOTAVerified

Binary Classification

Papers

Showing 22412250 of 2574 papers

TitleStatusHype
The Google Similarity DistanceCode0
Evolutionary Multitasking AUC OptimizationCode0
Reframing Audience Expansion through the Lens of Probability Density EstimationCode0
Adaptive Neural Networks for Efficient InferenceCode0
Regularized Classification-Aware QuantizationCode0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (but you should do a line-search)Code0
Relabeling Minimal Training Subset to Flip a PredictionCode0
Learning representations for binary-classification without backpropagationCode0
Expanding boundaries of Gap Safe screeningCode0
Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray ClassificationCode0
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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