SOTAVerified

Binary Classification

Papers

Showing 18011810 of 2574 papers

TitleStatusHype
Movie Box office Prediction via Joint Actor Representations and Social Media Sentiment0
MANTRA: A Machine Learning reference lightcurve dataset for astronomical transient event recognitionCode0
DeepTopPush: Simple and Scalable Method for Accuracy at the Top0
G2D: Generate to Detect Anomaly0
COVIDLite: A depth-wise separable deep neural network with white balance and CLAHE for detection of COVID-190
Use of in-the-wild images for anomaly detection in face anti-spoofing0
Distribution-free binary classification: prediction sets, confidence intervals and calibrationCode1
Analysing Risk of Coronary Heart Disease through Discriminative Neural NetworksCode0
The MCC-F1 curve: a performance evaluation technique for binary classificationCode1
How isotropic kernels perform on simple invariants0
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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