SOTAVerified

Binary Classification

Papers

Showing 12711280 of 2574 papers

TitleStatusHype
AllMatch: Exploiting All Unlabeled Data for Semi-Supervised Learning0
ACTRESS: Active Retraining for Semi-supervised Visual Grounding0
Accelerometer-Based Gait Segmentation: Simultaneously User and Adversary Identification0
Automated Software Vulnerability Static Code Analysis Using Generative Pre-Trained Transformer Models0
FusionNet: Incorporating Shape and Texture for Abnormality Detection in 3D Abdominal CT Scans0
Improving Machine Reading Comprehension with Single-choice Decision and Transfer Learning0
Improving Low-Resource Named Entity Recognition using Joint Sentence and Token Labeling0
ConTFV: A Contrastive Learning Framework for Table-based Fact Verification0
Improving group robustness under noisy labels using predictive uncertainty0
Context-aware stacked convolutional neural networks for classification of breast carcinomas in whole-slide histopathology images0
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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