paper-with-me

Binary Classification 벤치마크

Binary Classification on fake

8개 결과 · ⬇ CSV · JSON

AUROC

0.911 0.928 0.945 0.962 0.979 2024-03 2026-09 Trompt + OpenAI embedding — 0.979 (2024-03-31) LightGBM + OpenAI embedding — 0.966 (2024-03-31) FTTransformer + RoBERTa fintune — 0.96 (2024-03-31) LightGBM + RoBERTa embedding — 0.954 (2024-03-31) FTTransformer + RoBERTa embedding — 0.936 (2024-03-31) ResNet + RoBERTa embedding — 0.934 (2024-03-31) ResNet + OpenAI embedding — 0.923 (2024-03-31) FTTransformer + OpenAI embedding — 0.911 (2024-03-31) Trompt + OpenAI embedding — 0.979 (2024-03-31)
RankModel AUROC PaperCodeYear
1 Trompt + OpenAI embedding 0.979 PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning pyg-team/pytorch-frame 2024
2 LightGBM + OpenAI embedding 0.966 PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning pyg-team/pytorch-frame 2024
3 FTTransformer + RoBERTa fintune 0.96 PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning pyg-team/pytorch-frame 2024
4 LightGBM + RoBERTa embedding 0.954 PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning pyg-team/pytorch-frame 2024
5 FTTransformer + RoBERTa embedding 0.936 PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning pyg-team/pytorch-frame 2024
6 ResNet + RoBERTa embedding 0.934 PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning pyg-team/pytorch-frame 2024
7 ResNet + OpenAI embedding 0.923 PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning pyg-team/pytorch-frame 2024
8 FTTransformer + OpenAI embedding 0.911 PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning pyg-team/pytorch-frame 2024
1–8 / 8 페이지당 10 20 50 100