Slot Filling on KILT: Zero Shot RE
Metric: KILT-AC (higher is better)
Metric: KILT-AC (higher is better)
| # | Model↕ | KILT-AC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | single ngram | 73.2 | No | - | - | - |
| 2 | KGI_1 | 72.31 | No | - | - | - |
| 3 | MetaRAG | 71.1 | No | - | - | - |
| 4 | KGI_0 (reupload) | 68.32 | No | - | - | - |
| 5 | Wikipedia | 67.2 | No | - | - | - |
| 6 | Multitask DPR + BART | 50.64 | No | - | - | - |
| 7 | DensePhrases | 41.34 | No | Learning Dense Representations of Phrases at Scale | 2020-12-23 | Code |
| 8 | 10k | 41.34 | No | - | - | - |
| 9 | RAG | 36.83 | No | - | - | - |
| 10 | Coop. Distil Bert | 34.13 | No | - | - | - |
| 11 | BART + DPR | 18.91 | No | - | - | - |
| 12 | BERT + DPR | 4.47 | No | - | - | - |
| 13 | chriskuei | 0 | No | - | - | - |
| 14 | TABi | 0 | No | - | - | - |
| 15 | GENRE | 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 | - | - | - |