SOTAVerified

Binary Classification

Papers

Showing 17611770 of 2574 papers

TitleStatusHype
Gesture Recognition from Skeleton Data for Intuitive Human-Machine Interaction0
SOAR: Simultaneous Or of And Rules for Classification of Positive & Negative Classes0
Deep Networks and the Multiple Manifold Problem0
Evaluating Nonlinear Decision Trees for Binary Classification Tasks with Other Existing Methods0
Towards adversarial robustness with 01 loss neural networksCode0
On transversality of bent hyperplane arrangements and the topological expressiveness of ReLU neural networksCode0
Spatio-Temporal EEG Representation Learning on Riemannian Manifold and Euclidean SpaceCode1
Negative Confidence-Aware Weakly Supervised Binary Classification for Effective Review Helpfulness Classification0
A New Perspective on Pool-Based Active Classification and False-Discovery Control0
Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms0
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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