SOTAVerified

Binary Classification

Papers

Showing 24712480 of 2574 papers

TitleStatusHype
Some Open Problems in Optimal AdaBoost and Decision Stumps0
Diffusion Methods for Classification with Pairwise Relationships0
On the relation between accuracy and fairness in binary classification0
Fuzzy Least Squares Twin Support Vector Machines0
An Analysis of Active Learning With Uniform Feature Noise0
Optimal Decision-Theoretic Classification Using Non-Decomposable Performance Metrics0
Convolutional Neural Network for Paraphrase IdentificationCode0
Surrogate regret bounds for generalized classification performance metrics0
Exploring Lexical, Syntactic, and Semantic Features for Chinese Textual Entailment in NTCIR RITE Evaluation Tasks0
Active Model Aggregation via Stochastic Mirror Descent0
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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