SOTAVerified

Binary Classification

Papers

Showing 16411650 of 2574 papers

TitleStatusHype
Implicit Bias of Gradient Descent based Adversarial Training on Separable Data0
Implicit Hypersurface Approximation Capacity in Deep ReLU Networks0
Important Object Identification with Semi-Supervised Learning for Autonomous Driving0
Improve Cost Efficiency of Active Learning over Noisy Dataset0
Improved Algorithms for Agnostic Pool-based Active Classification0
Improved Generalization Bounds for Adversarially Robust Learning0
Improved Text Classification via Test-Time Augmentation0
Improving Active Learning with a Bayesian Representation of Epistemic Uncertainty0
Improving AMD diagnosis by the simultaneous identification of associated retinal lesions0
Improving group robustness under noisy labels using predictive uncertainty0
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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