SOTAVerified

Binary Classification

Papers

Showing 110 of 2574 papers

TitleStatusHype
Better than classical? The subtle art of benchmarking quantum machine learning modelsCode7
PyTorch Frame: A Modular Framework for Multi-Modal Tabular LearningCode4
Speech Segmentation Optimization using Segmented Bilingual Speech Corpus for End-to-end Speech TranslationCode4
Meta-Chunking: Learning Text Segmentation and Semantic Completion via Logical PerceptionCode3
Common Sense Reasoning for Deepfake DetectionCode3
Benchmarking Multimodal AutoML for Tabular Data with Text FieldsCode3
GuardT2I: Defending Text-to-Image Models from Adversarial PromptsCode3
GlyphNet: Homoglyph domains dataset and detection using attention-based Convolutional Neural NetworksCode3
Is deep learning necessary for simple classification tasks?Code3
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal MemesCode3
Show:102550
← PrevPage 1 of 258Next →

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