Slot Filling on KILT: Zero Shot RE
Metric: KILT-F1 (higher is better)
Metric: KILT-F1 (higher is better)
| # | Model↕ | KILT-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | single ngram | 78.12 | No | - | - | - |
| 2 | KGI_1 | 76.69 | No | - | - | - |
| 3 | MetaRAG | 75.86 | No | - | - | - |
| 4 | KGI_0 (reupload) | 73.45 | No | - | - | - |
| 5 | Wikipedia | 70.99 | No | - | - | - |
| 6 | Multitask DPR + BART | 55.44 | No | - | - | - |
| 7 | DensePhrases | 46.79 | No | Learning Dense Representations of Phrases at Scale | 2020-12-23 | Code |
| 8 | 10k | 46.79 | No | - | - | - |
| 9 | RAG | 39.91 | No | - | - | - |
| 10 | Coop. Distil Bert | 37.22 | No | - | - | - |
| 11 | BERT + DPR | 27.09 | No | - | - | - |
| 12 | BART + DPR | 20.32 | No | - | - | - |
| 13 | GENRE | 1.85 | No | - | - | - |
| 14 | chriskuei | 0 | No | - | - | - |
| 15 | TABi | 0 | No | - | - | - |
| 16 | Multi-task DPR | 0 | No | - | - | - |
| 17 | Sphere | 0 | No | - | - | - |
| 18 | bart-base+ssm | 0 | No | - | - | - |
| 19 | BART | 0 | No | - | - | - |
| 20 | T5-base | 0 | No | - | - | Code |
| 21 | multi-task small | 0 | No | - | - | - |