SOTAVerified

Binary Classification

Papers

Showing 17011710 of 2574 papers

TitleStatusHype
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning0
Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier ExamplesCode1
Binary classification with ambiguous training data0
Node-Centric Graph Learning from Data for Brain State Identification0
NLP-PINGAN-TECH @ CL-SciSumm 20200
SU-NLP at WNUT-2020 Task 2: The Ensemble Models0
NLPRL at WNUT-2020 Task 2: ELMo-based System for Identification of COVID-19 Tweets0
DATAMAFIA at WNUT-2020 Task 2: A Study of Pre-trained Language Models along with Regularization Techniques for Downstream TasksCode0
Triage of Potential COVID-19 Patients from Chest X-ray Images using Hierarchical Convolutional Networks0
Strongly universally consistent nonparametric regression and classification with privatised data0
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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