SOTAVerified

Binary Classification

Papers

Showing 12711280 of 2574 papers

TitleStatusHype
Decision-Making under Miscalibration0
The Structured Abstain Problem and the Lovász Hinge0
Improving State-of-the-Art in One-Class Classification by Leveraging Unlabeled DataCode0
Repairing Regressors for Fair Binary Classification at Any Decision Threshold0
Using Word Embeddings to Analyze Protests News0
Classification from Positive and Biased Negative Data with Skewed Labeled Posterior Probability0
Diagnosis of COVID-19 using chest X-ray images based on modified DarkCovidNet modelCode0
Binary Classification Under _0 Attacks for General Noise Distribution0
Multi-channel deep convolutional neural networks for multi-classifying thyroid disease0
Important Object Identification with Semi-Supervised Learning for Autonomous Driving0
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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