SOTAVerified

Binary Classification

Papers

Showing 21612170 of 2574 papers

TitleStatusHype
Quantifying the effect of color processing on blood and damaged tissue detection in Whole Slide ImagesCode0
Efficient computation of predictive probabilities in probit models via expectation propagationCode0
AdaNet: Adaptive Structural Learning of Artificial Neural NetworksCode0
Efficient line search for optimizing Area Under the ROC Curve in gradient descentCode0
Keeping up with dynamic attackers: Certifying robustness to adaptive online data poisoningCode0
Kernel-Based Tests for Likelihood-Free Hypothesis TestingCode0
Efficient Policy Learning from Surrogate-Loss Classification ReductionsCode0
Unsupervised Evaluation and Weighted Aggregation of Ranked PredictionsCode0
Active Learning for Non-Parametric Regression Using Purely Random TreesCode0
On Detecting Adversarial PerturbationsCode0
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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