SOTAVerified

Binary Classification

Papers

Showing 24912500 of 2574 papers

TitleStatusHype
MORE: Measurement and Correlation Based Variational Quantum Circuit for Multi-classificationCode0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
WEEP: A method for spatial interpretation of weakly supervised CNN models in computational pathologyCode0
Precision-Recall-Gain Curves: PR Analysis Done RightCode0
Selective sampling for accelerating training of deep neural networksCode0
Where is Your Evidence: Improving Fact-checking by Justification ModelingCode0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
Systematic Evaluation of Predictive FairnessCode0
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set ClassificationCode0
Self-Calibrating Vicinal Risk Minimisation for Model CalibrationCode0
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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