SOTAVerified

Binary Classification

Papers

Showing 16011610 of 2574 papers

TitleStatusHype
A Large Visual, Qualitative and Quantitative Dataset of Web Pages0
DaLAJ - a dataset for linguistic acceptability judgments for Swedish: Format, baseline, sharing0
Extracting Variable-Depth Logical Document Hierarchy from Long Documents: Method, Evaluation, and Application0
Improved Algorithms for Agnostic Pool-based Active Classification0
Click-Through Rate Prediction Using Graph Neural Networks and Online Learning0
Pairwise Fairness for Ordinal RegressionCode0
Semantics in Multi-objective Genetic Programming0
Predicting Intensive Care Unit Length of Stay and Mortality Using Patient Vital Signs: Machine Learning Model Development and Validation0
AdaBoost and robust one-bit compressed sensingCode0
Scalar Adjective Identification and Multilingual Ranking0
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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