SOTAVerified

Binary Classification

Papers

Showing 601610 of 2574 papers

TitleStatusHype
Assaying on the Robustness of Zero-Shot Machine-Generated Text DetectorsCode0
Finding Strong Lottery Ticket Networks with Genetic AlgorithmsCode0
AILS-NTUA at SemEval-2024 Task 6: Efficient model tuning for hallucination detection and analysisCode0
FLICU: A Federated Learning Workflow for Intensive Care Unit Mortality PredictionCode0
Cross-Language Learning for Program Classification using Bilateral Tree-Based Convolutional Neural NetworksCode0
Competing for pixels: a self-play algorithm for weakly-supervised segmentationCode0
AFS: An Attention-based mechanism for Supervised Feature SelectionCode0
Fuzzy granular approximation classifierCode0
CompLex: A New Corpus for Lexical Complexity Prediction from Likert Scale DataCode0
Critical Perspectives: A Benchmark Revealing Pitfalls in PerspectiveAPICode0
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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