SOTAVerified

Binary Classification

Papers

Showing 10211030 of 2574 papers

TitleStatusHype
Question-type Identification for Academic Questions in Online Learning Platform0
Lifting Weak Supervision To Structured PredictionCode0
Event Causality Identification with Causal News Corpus -- Shared Task 3, CASE 20220
Photonic Quantum Computing For Polymer Classification0
Rooms with Text: A Dataset for Overlaying Text Detection0
Patch-level Gaze Distribution Prediction for Gaze FollowingCode0
Finding active galactic nuclei through FinkCode1
Explainable Artificial Intelligence and Causal Inference based ATM Fraud Detection0
PIDray: A Large-scale X-ray Benchmark for Real-World Prohibited Item DetectionCode1
Quantifying Human Bias and Knowledge to guide ML models during Training0
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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