SOTAVerified

Binary Classification

Papers

Showing 511520 of 2574 papers

TitleStatusHype
Deep Face Forgery DetectionCode0
A Scalable Quantum Non-local Neural Network for Image ClassificationCode0
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated TextCode0
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross EncodingCode0
AcrosticSleuth: Probabilistic Identification and Ranking of Acrostics in Multilingual CorporaCode0
Decision-centric fairness: Evaluation and optimization for resource allocation problemsCode0
Deep Generative Learning via Variational Gradient FlowCode0
Detecting Financial Bots on the Ethereum BlockchainCode0
Dynamic Logistic Ensembles with Recursive Probability and Automatic Subset Splitting for Enhanced Binary ClassificationCode0
Cross-Modal Cloze Task: A New Task to Brain-to-Word DecodingCode0
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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