Slot Filling on KILT: T-REx
Metric: KILT-F1 (higher is better)
Metric: KILT-F1 (higher is better)
| # | Model↕ | KILT-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Re2G | 77.05 | No | Re2G: Retrieve, Rerank, Generate | 2022-07-13 | Code |
| 2 | KGI_1 | 70.58 | No | - | - | - |
| 3 | Wikipedia | 66.64 | No | - | - | - |
| 4 | MetaRAG | 63.09 | No | - | - | - |
| 5 | single ngram | 61.72 | No | - | - | - |
| 6 | KGI_0 (reupload) | 56.79 | No | - | - | - |
| 7 | Coop. DistilBert | 39.57 | No | - | - | - |
| 8 | DensePhrases | 32.34 | No | Learning Dense Representations of Phrases at Scale | 2020-12-23 | Code |
| 9 | 10k | 32.34 | No | - | - | - |
| 10 | RAG | 23.94 | No | - | - | - |
| 11 | BART + DPR | 11.41 | No | - | - | - |
| 12 | GENRE | 6.66 | No | - | - | - |
| 13 | TABi | 0 | No | - | - | - |
| 14 | chriskuei | 0 | No | - | - | - |
| 15 | Multi-task DPR | 0 | No | - | - | - |
| 16 | Sphere | 0 | No | - | - | - |
| 17 | BART | 0 | No | - | - | - |
| 18 | T5-base | 0 | No | - | - | Code |
| 19 | multi-task small | 0 | No | - | - | - |
| 20 | JivBest | 0 | No | - | - | - |