SOTAVerified

Binary Classification

Papers

Showing 18811890 of 2574 papers

TitleStatusHype
Automated Discovery of Mathematical Definitions in Text0
Disambiguating Confusion Sets as an Aid for Dyslexic Spelling0
Learning representations for binary-classification without backpropagationCode0
WiC-TSV: An Evaluation Benchmark for Target Sense Verification of Words in ContextCode0
Automated diagnosis of COVID-19 with limited posteroanterior chest X-ray images using fine-tuned deep neural networksCode0
Diversity-Aware Weighted Majority Vote Classifier for Imbalanced DataCode0
Nonparallel Hyperplane Classifiers for Multi-category Classification0
A New Intrusion Detection System using the Improved Dendritic Cell Algorithm0
Topology of deep neural networksCode0
Decomposing Word Embedding with the Capsule Network0
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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