Metric: AUROC (higher is better)
| # | Model↕ | AUROC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Trompt + OpenAI embedding | 0.81 | No | PyTorch Frame: A Modular Framework for Multi-Mod... | 2024-03-31 | Code |
| 2 | Multimodal-Net All-Text | 0.799 | No | Benchmarking Multimodal AutoML for Tabular Data ... | 2021-11-04 | Code |
| 3 | ResNet + RoBERTa finetune | 0.786 | No | PyTorch Frame: A Modular Framework for Multi-Mod... | 2024-03-31 | Code |
| 4 | LightGBM + RoBERTa embedding | 0.767 | No | PyTorch Frame: A Modular Framework for Multi-Mod... | 2024-03-31 | Code |