SOTAVerified

Binary Classification

Papers

Showing 16511660 of 2574 papers

TitleStatusHype
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling0
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning0
Improving Noise Robustness through Abstractions and its Impact on Machine Learning0
Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation0
Improving Pre-trained Language Models with Syntactic Dependency Prediction Task for Chinese Semantic Error Recognition0
Improving Sequence Generative Adversarial Networks with Feature Statistics Alignment0
Improving Sonar Image Patch Matching via Deep Learning0
Inception Architecture and Residual Connections in Classification of Breast Cancer Histology Images0
Incomplete In-context Learning0
In-Context Learning for Label-Efficient Cancer Image Classification in Oncology0
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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