SOTAVerified

Binary Classification

Papers

Showing 301–310 of 2574 papers

TitleStatusHype
Adding One Neuron Can Eliminate All Bad Local Minima—0
A Circuit Complexity Formulation of Algorithmic Information Theory—0
Anatomical Pattern Analysis for decoding visual stimuli in human brains—0
An Asynchronous Distributed Framework for Large-scale Learning Based on Parameter Exchanges—0
Adaptive transfer learning—0
An Approach to Super-Resolution of Sentinel-2 Images Based on Generative Adversarial Networks—0
An Approach to Reducing Annotation Costs for BioNLP—0
Adaptive surrogate models for parametric studies—0
Achieving Small Test Error in Mildly Overparameterized Neural Networks—0
A Baseline for Self-state Identification and Classification in Mental Health Data: CLPsych 2025 Task—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified