| Paper | Code | KILT-EM | R-Prec | Recall@5 | EM | F1 | KILT-F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|
| []() | 18.06 | 58.83 | 51.03 | 40.46 | 51.44 | 21.42 | intersect | ||
| []() | 11.71 | 45.38 | 35.75 | 36.9 | 47.66 | 13.88 | Wikipedia | ||
| []() | 9.53 | 42.92 | 28.39 | 31.77 | 41.56 | 11.27 | Multitask DPR + BART | ||
| []() | 3.21 | 30.59 | 12.59 | 26.97 | 36.03 | 4.1 | RAG | ||
| []() | 1.96 | 25.04 | 10.4 | 25.18 | 34.07 | 2.53 | BART + DPR | ||
| []() | 0.74 | 25.04 | 10.4 | 11.29 | 17.35 | 1.26 | BERT + DPR | ||
| []() | 0.0 | 53.12 | 35.48 | 0.0 | 0.0 | 0.0 | TABi | ||
| []() | 0.0 | 51.8 | 34.57 | 0.0 | 0.0 | 0.0 | chriskuei | ||
| []() | 0.0 | 51.27 | 34.03 | 0.0 | 0.0 | 0.0 | GENRE | ||
| []() | 0.0 | 42.92 | 28.39 | 0.0 | 0.0 | 0.0 | Multi-task DPR | ||
| []() | 0.0 | 0.0 | 0.0 | 31.64 | 41.55 | 0.0 | Sphere | ||
| []() | 0.0 | 0.0 | 0.0 | 15.37 | 21.97 | 0.0 | BART | ||
| KILT: a Benchmark for Knowledge Intensive Language Tasks | ✓ Link | 0.0 | 0.0 | 0.0 | 12.64 | 19.57 | 0.0 | T5-base | 2020-09-04 |
| []() | 0.0 | 0.0 | 0.0 | 3.29 | 6.84 | 0.0 | multi-task small |