SOTAVerified

Binary Classification

Papers

Showing 91100 of 2574 papers

TitleStatusHype
Task load dependent decision referrals for joint binary classification in human-automation teams0
On the Geometry of Receiver Operating Characteristic and Precision-Recall Curves0
Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera SensorsCode1
Quantum-Assisted Machine Learning Models for Enhanced Weather Prediction0
Diffusion models applied to skin and oral cancer classification0
Extremely Simple Out-of-distribution Detection for Audio-visual Generalized Zero-shot Learning0
SKDU at De-Factify 4.0: Natural Language Features for AI-Generated Text-DetectionCode0
Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century SpanishCode0
Non-Monotonic Attention-based Read/Write Policy Learning for Simultaneous Translation0
A Causal Framework to Measure and Mitigate Non-binary Treatment DiscriminationCode0
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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