| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text Categorization | RECIPE (test) | Classification Error Rate38.57 | 14 | |
| KG Completion | Recipe Ontology-View G^O 1.0 (test) | MRR0.37 | 9 | |
| KG Completion | Recipe Instance-View G^I 1.0 (test) | MRR44 | 9 | |
| Concept Linking | Recipe (test) | MRR61 | 8 | |
| Language Modeling | Recipe (R) (test) | HOPPL19.9 | 7 | |
| Future Window Prediction | Recipe | MAE0.72 | 6 | |
| Current Window Prediction | Recipe | MAE0.41 | 6 | |
| Previous Window Prediction | Recipe | MAE0.57 | 6 | |
| Document Classification | RECIPE preprocessed (test) | Runtime (min)0.09 | 5 | |
| Text-in-Image Generation | Recipe (test) | DINO Score58.53 | 3 | |
| Recommendation Human Evaluation | Recipe | Rationale Win Count29 | 2 |