SOTAVerified

Binary Classification

Papers

Showing 17811790 of 2574 papers

TitleStatusHype
Convexifying Sparse Interpolation with Infinitely Wide Neural Networks: An Atomic Norm Approach0
The Notary in the Haystack -- Countering Class Imbalance in Document Processing with CNNs0
Degrees of individual and groupwise backward and forward responsibility in extensive-form games with ambiguity, and their application to social choice problems0
Predictive Value Generalization Bounds0
Learning to Switch CNNs with Model Agnostic Meta Learning for Fine Precision Visual Servoing0
Robust Bayesian Classification Using an Optimistic Score RatioCode0
Machine Learning with the Sugeno Integral: The Case of Binary Classification0
Consistent Structured Prediction with Max-Min Margin Markov NetworksCode0
ACFD: Asymmetric Cartoon Face DetectorCode1
Efficient computation and analysis of distributional Shapley values0
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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