| Paper | Code | KILT-EM | R-Prec | Recall@5 | EM | F1 | KILT-F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|---|---|---|
| Re2G: Retrieve, Rerank, Generate | ✓ Link | 57.91 | 72.68 | 74.23 | 76.27 | 81.4 | 61.78 | Re2G | 2022-07-13 |
| []() | 50.56 | 68.36 | 76.36 | 70.86 | 77.29 | 54.99 | intersect | ||
| []() | 45.55 | 58.85 | 71.55 | 72.73 | 79.54 | 49.57 | Wikipedia | ||
| []() | 42.85 | 60.49 | 63.54 | 60.99 | 66.55 | 46.08 | KGI_0 | ||
| []() | 42.36 | 61.49 | 68.33 | 59.6 | 66.53 | 46.19 | Multitask DPR + BART | ||
| []() | 38.13 | 48.68 | 57.13 | 71.27 | 75.88 | 40.15 | RAG | ||
| []() | 34.48 | 43.4 | 31.45 | 70.38 | 74.41 | 36.28 | BERT + DPR | ||
| []() | 31.4 | 44.49 | 56.99 | 58.55 | 67.79 | 35.34 | BART + DPR | ||
| []() | 0.0 | 70.36 | 69.16 | 0.0 | 0.0 | 0.0 | TABi | ||
| []() | 0.0 | 70.19 | 75.64 | 0.0 | 0.0 | 0.0 | chriskuei | ||
| []() | 0.0 | 69.16 | 75.07 | 0.0 | 0.0 | 0.0 | GENRE | ||
| []() | 0.0 | 61.49 | 68.33 | 0.0 | 0.0 | 0.0 | Multi-task DPR | ||
| []() | 0.0 | 0.0 | 0.0 | 73.06 | 80.33 | 0.0 | Sphere | ||
| []() | 0.0 | 0.0 | 0.0 | 32.39 | 39.85 | 0.0 | BART | ||
| KILT: a Benchmark for Knowledge Intensive Language Tasks | ✓ Link | 0.0 | 0.0 | 0.0 | 18.11 | 27.83 | 0.0 | T5-base | 2020-09-04 |