SOTAVerified

Binary Classification

Papers

Showing 20912100 of 2574 papers

TitleStatusHype
NoCoLA: The Norwegian Corpus of Linguistic AcceptabilityCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
Comparing LLM Text Annotation Skills: A Study on Human Rights Violations in Social Media DataCode0
Comparative Document Summarisation via ClassificationCode0
Tensor Ring Optimized Quantum-Enhanced Tensor Neural NetworksCode0
Axiomatic Interpretability for Multiclass Additive ModelsCode0
Protein Language Models and Machine Learning Facilitate the Identification of Antimicrobial PeptidesCode0
Interpretable ML for Imbalanced DataCode0
Interpretable Multi Labeled Bengali Toxic Comments Classification using Deep LearningCode0
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series ClusteringCode0
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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