Slot Filling on KILT: Zero Shot RE
Metric: R-Prec (higher is better)
Metric: R-Prec (higher is better)
| # | Model↕ | R-Prec▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | KGI_1 | 98.49 | No | - | - | - |
| 2 | chriskuei | 98.27 | No | - | - | - |
| 3 | single ngram | 97.99 | No | - | - | - |
| 4 | TABi | 96.15 | No | - | - | - |
| 5 | MetaRAG | 95.81 | No | - | - | - |
| 6 | GENRE | 95.81 | No | - | - | - |
| 7 | KGI_0 (reupload) | 94.18 | No | - | - | - |
| 8 | Wikipedia | 89.63 | No | - | - | - |
| 9 | Multitask DPR + BART | 80.91 | No | - | - | - |
| 10 | Multi-task DPR | 80.91 | No | - | - | - |
| 11 | Coop. Distil Bert | 61.34 | No | - | - | - |
| 12 | DensePhrases | 57.43 | No | Learning Dense Representations of Phrases at Scale | 2020-12-23 | Code |
| 13 | 10k | 57.43 | No | - | - | - |
| 14 | RAG | 53.73 | No | - | - | - |
| 15 | BERT + DPR | 40.11 | No | - | - | - |
| 16 | BART + DPR | 28.9 | 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 | - | - | - |