SOTAVerified

Binary Classification

Papers

Showing 10811090 of 2574 papers

TitleStatusHype
Fine-Tuning BERTs for Definition Extraction from Mathematical Text0
Fine-Grained Off-Road Semantic Segmentation and Mapping via Contrastive Learning0
Class-Aware Adversarial Lung Nodule Synthesis in CT Images0
A Fused Elastic Net Logistic Regression Model for Multi-Task Binary Classification0
Class Activation Map Generation by Representative Class Selection and Multi-Layer Feature Fusion0
Fine-Grained Bias Exploration and Mitigation for Group-Robust Classification0
Finite-Sample and Distribution-Free Fair Classification: Optimal Trade-off Between Excess Risk and Fairness, and the Cost of Group-Blindness0
Fully-Corrective Gradient Boosting with Squared Hinge: Fast Learning Rates and Early Stopping0
Fishing for Clickbaits in Social Images and Texts with Linguistically-Infused Neural Network Models0
Can depth-adaptive BERT perform better on binary classification tasks0
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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