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Binary Classification

Papers

Showing 771780 of 2574 papers

TitleStatusHype
Autoregressive Generative Adversarial Networks0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold0
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems0
Dens-PU: PU Learning with Density-Based Positive Labeled Augmentation0
Estimating a sharp convergence bound for randomized ensembles0
Deterministic Online Classification: Non-iteratively Reweighted Recursive Least-Squares for Binary Class Rebalancing0
Adaptive Gradient Methods Converge Faster with Over-Parameterization (and you can do a line-search)0
Common Mode Patterns for Supervised Tensor Subspace Learning0
A Self-Supervised Transformer for Unusable Shared Bike Detection0
Combining Varied Learners for Binary Classification using Stacked Generalization0
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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