SOTAVerified

Binary Classification

Papers

Showing 24112420 of 2574 papers

TitleStatusHype
Z_2 Z_2 Equivariant Quantum Neural Networks: Benchmarking against Classical Neural NetworksCode0
Generative Adversarial Active Learning for Unsupervised Outlier DetectionCode0
A Brief Tutorial on Sample Size Calculations for Fairness AuditsCode0
PatchDEMUX: A Certifiably Robust Framework for Multi-label Classifiers Against Adversarial PatchesCode0
Patch-level Gaze Distribution Prediction for Gaze FollowingCode0
Generative Transfer Learning: Covid-19 Classification with a few Chest X-ray ImagesCode0
Genetic Programming and Gradient Descent: A Memetic Approach to Binary Image ClassificationCode0
Boosted Locality Sensitive Hashing: Discriminative Binary Codes for Source SeparationCode0
Geometric Inductive Biases of Deep Networks: The Role of Data and ArchitectureCode0
Geospatial Disparities: A Case Study on Real Estate Prices in ParisCode0
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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