SOTAVerified

Binary Classification

Papers

Showing 24012425 of 2574 papers

TitleStatusHype
Binary classification of multi-channel EEG records based on the ε-complexity of continuous vector functions0
Image Aesthetic Assessment: An Experimental Survey0
Sequential Ensemble Learning for Outlier Detection: A Bias-Variance Perspective0
Very Simple Classifier: a Concept Binary Classifier toInvestigate Features Based on Subsampling and Localility0
Sampling Generative NetworksCode1
Earthquake magnitude prediction in Hindukush region using machine learning techniques0
Decoding visual stimuli in human brain by using Anatomical Pattern Analysis on fMRI images0
A Probabilistic Optimum-Path Forest Classifier for Binary Classification Problems0
The Landscape of Empirical Risk for Non-convex Losses0
Spatially Supervised Recurrent Convolutional Neural Networks for Visual Object TrackingCode0
A Multi-task Deep Network for Person Re-identification0
Bayesian quantile additive regression treesCode0
Untrimmed Video Classification for Activity Detection: submission to ActivityNet ChallengeCode0
AdaNet: Adaptive Structural Learning of Artificial Neural NetworksCode0
Stochastic Quasi-Newton Methods for Nonconvex Stochastic Optimization0
A new analytical approach to consistency and overfitting in regularized empirical risk minimization0
Symmetric and antisymmetric properties of solutions to kernel-based machine learning problems0
Revisiting Visual Question Answering BaselinesCode0
NN-grams: Unifying neural network and n-gram language models for Speech Recognition0
Holistic Features For Real-Time Crowd Behaviour Anomaly Detection0
Logarithmic Time One-Against-Some0
Multiple birth least squares support vector machine for multi-class classification0
Deep learning hierarchical representations for image steganalysis0
Contour Detection in Unstructured 3D Point Clouds0
Ordinal Regression With Multiple Output CNN for Age Estimation0
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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