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Binary Classification Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: AUROC

Top Performing Models

Rank Model Paper AUROC Date Code
1 Trompt + OpenAI embedding PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning 0.98 2024-03-31 📦 pyg-team/pytorch-frame
2 LightGBM + OpenAI embedding PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning 0.97 2024-03-31 📦 pyg-team/pytorch-frame
3 FTTransformer + RoBERTa fintune PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning 0.96 2024-03-31 📦 pyg-team/pytorch-frame
4 LightGBM + RoBERTa embedding PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning 0.95 2024-03-31 📦 pyg-team/pytorch-frame
5 FTTransformer + RoBERTa embedding PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning 0.94 2024-03-31 📦 pyg-team/pytorch-frame
6 ResNet + RoBERTa embedding PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning 0.93 2024-03-31 📦 pyg-team/pytorch-frame
7 ResNet + OpenAI embedding PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning 0.92 2024-03-31 📦 pyg-team/pytorch-frame
8 FTTransformer + OpenAI embedding PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning 0.91 2024-03-31 📦 pyg-team/pytorch-frame

All Papers (8)

pyg-team/pytorch-frame
pyg-team/pytorch-frame
pyg-team/pytorch-frame
pyg-team/pytorch-frame
pyg-team/pytorch-frame
pyg-team/pytorch-frame
pyg-team/pytorch-frame
pyg-team/pytorch-frame