SOTAVerified

Binary Classification

Papers

Showing 6170 of 2574 papers

TitleStatusHype
Distribution-Balanced Loss for Multi-Label Classification in Long-Tailed DatasetsCode1
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
EDINET-Bench: Evaluating LLMs on Complex Financial Tasks using Japanese Financial StatementsCode1
Bi-LORA: A Vision-Language Approach for Synthetic Image DetectionCode1
BusterX: MLLM-Powered AI-Generated Video Forgery Detection and ExplanationCode1
Compatible deep neural network framework with financial time series data, including data preprocessor, neural network model and trading strategyCode1
Benchmarking Distribution Shift in Tabular Data with TableShiftCode1
A unified framework for closed-form nonparametric regression, classification, preference and mixed problems with Skew Gaussian ProcessesCode1
AttributionBench: How Hard is Automatic Attribution Evaluation?Code1
Automated detection of COVID-19 cases using deep neural networks with X-ray imagesCode1
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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