SOTAVerified

Binary Classification

Papers

Showing 31–40 of 2574 papers

TitleStatusHype
Cal or No Cal? -- Real-Time Miscalibration Detection of LiDAR and Camera SensorsCode1
Architecture for Trajectory-Based Fishing Ship Classification with AIS DataCode1
Learning to Filter Outlier Edges in Global SfMCode1
Progressive Boundary Guided Anomaly Synthesis for Industrial Anomaly DetectionCode1
Interactive Classification Metrics: A graphical application to build robust intuition for classification model evaluationCode1
Lie-Equivariant Quantum Graph Neural NetworksCode1
How EEG preprocessing shapes decoding performanceCode1
Feature Selection Gates with Gradient Routing for Endoscopic Image ComputingCode1
TabKANet: Tabular Data Modeling with Kolmogorov-Arnold Network and TransformerCode1
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce ApplicationsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.98—Unverified
2LightGBM + OpenAI embeddingAUROC0.97—Unverified
3FTTransformer + RoBERTa fintuneAUROC0.96—Unverified
4LightGBM + RoBERTa embeddingAUROC0.95—Unverified
5FTTransformer + RoBERTa embeddingAUROC0.94—Unverified
6ResNet + RoBERTa embeddingAUROC0.93—Unverified
7ResNet + OpenAI embeddingAUROC0.92—Unverified
8FTTransformer + OpenAI embeddingAUROC0.91—Unverified
#ModelMetricClaimedVerifiedStatus
1Trompt + OpenAI embeddingAUROC0.81—Unverified
2Multimodal-Net All-TextAUROC0.8—Unverified
3ResNet + RoBERTa finetuneAUROC0.79—Unverified
4LightGBM + RoBERTa embeddingAUROC0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1Attention based CNNF1 score0.93—Unverified
#ModelMetricClaimedVerifiedStatus
1XGBoostF1-Score98.79—Unverified