SOTAVerified

Binary Classification

Papers

Showing 15011510 of 2574 papers

TitleStatusHype
A comprehensive solution to retrieval-based chatbot construction0
Linear Classifiers Under Infinite Imbalance0
Synthesizing Adversarial Negative Responses for Robust Response Ranking and EvaluationCode0
Early-stopped neural networks are consistent0
Probing transfer learning with a model of synthetic correlated datasets0
Automatic Sexism Detection with Multilingual Transformer Models0
Adaptive transfer learning0
Cyberbullying Detection Using Deep Neural Network from Social Media Comments in Bangla Language0
The Randomness of Input Data Spaces is an A Priori Predictor for Generalization0
From Undecidability of Non-Triviality and Finiteness to Undecidability of Learnability0
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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