Row Classification on Product (test)
94.4Macro-F1 (XGBoost)NAVIFE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NAVIFECategory=FE Pipelines2026.06 | 94.4 | 94.2 | 94.2 | |
| NAVICategory=LM Encoders2026.06 | 92.8 | 93.9 | 94.6 | |
| TableVec.Category=FE Pipelines2026.06 | 92 | 91.5 | 93.1 | |
| HAETAECategory=LM Encoders2026.06 | 91.5 | 93.8 | 93.3 | |
| BERTCategory=LM Encoders2026.06 | 91.2 | 93.1 | 93.7 | |
| TAPASCategory=LM Encoders2026.06 | 91.1 | 92.5 | 93 | |
| w/o ESACategory=LM Encoders2026.06 | 90.9 | 93 | 93.4 | |
| RawCategory=FE Pipelines2026.06 | 88.7 | 82.9 | 91 | |
| w/o MSMCategory=LM Encoders2026.06 | 84.5 | 90.3 | 89.4 | |
| CM2Category=LM Encoders2026.06 | 81.4 | 84.6 | 84.2 | |
| w/o CAECategory=LM Encoders2026.06 | 72.5 | 85.4 | 80.1 |