SOTAVerified

Binary Classification

Papers

Showing 621630 of 2574 papers

TitleStatusHype
Modelling Species Distributions with Deep Learning to Predict Plant Extinction Risk and Assess Climate Change ImpactsCode0
MISS: Multiclass Interpretable Scoring SystemsCode0
CreINNs: Credal-Set Interval Neural Networks for Uncertainty Estimation in Classification Tasks0
A Fast Graph Search Algorithm with Dynamic Optimization and Reduced Histogram for Discrimination of Binary Classification Problem0
Adaptive Boosting with Fairness-aware Reweighting Technique for Fair Classification0
Vision Transformers and Bi-LSTM for Alzheimer's Disease Diagnosis from 3D MRI0
On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine LearningCode0
Training Single-Layer Morphological Perceptron Using Convex-Concave Programming0
Shayona@SMM4H23: COVID-19 Self diagnosis classification using BERT and LightGBM models0
FairGridSearch: A Framework to Compare Fairness-Enhancing ModelsCode0
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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