Tabular Classification on CG
75.2AccuracyTabII
Evaluation results
| Method | Links | |
|---|---|---|
| TabII2026.01 | 75.2 | |
| TabPFN-v2ICL Setup=add test with pseudo label2026.01 | 71.8 | |
| TabPFN-v2ICL Setup=add test without label2026.01 | 70.6 | |
| TransTabInference Columns=All columns2026.01 | 69.8 | |
| TabPFN-v2ICL Setup=with train set only2026.01 | 69.2 | |
| FT-TransInference Columns=Train set only2026.01 | 68.6 | |
| MediTabModel Type=LLM-assisted2026.01 | 68.4 | |
| XGBoostInference Columns=Train set only2026.01 | 68.2 | |
| ResNetInference Columns=Train set only2026.01 | 67.9 | |
| CatBoostInference Columns=Train set only2026.01 | 67.4 | |
| MLPInference Columns=Train set only2026.01 | 67.2 | |
| SCARFInference Columns=Train set only2026.01 | 67.2 | |
| LRInference Columns=Train set only2026.01 | 67 | |
| FT-Trans*Inference Columns=All columns, Embedding=Linear2026.01 | 67 | |
| TabNetInference Columns=Train set only2026.01 | 66 | |
| TabLLMModel Type=LLM-assisted2026.01 | 53 |