SOTAVerified

Binary Classification

Papers

Showing 22612270 of 2574 papers

TitleStatusHype
The Dynamics of Learning: A Random Matrix Approach0
Adversarial examples from computational constraints0
Fake Sentence Detection as a Training Task for Sentence Encoding0
Adding One Neuron Can Eliminate All Bad Local Minima0
Minimax Lower Bounds for Cost Sensitive Classification0
Detecting Decision Ambiguity from Facial ImagesCode0
The Logistic Network Lasso0
Estimating Learnability in the Sublinear Data Regime0
Risk-Averse Classification0
A Report on the Complex Word Identification Shared Task 20180
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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