Open-Domain Question Answering on KILT: ELI5
Metric: ROUGE-L (higher is better)
Metric: ROUGE-L (higher is better)
| # | Model↕ | ROUGE-L▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | somebody | 24.53 | No | - | - | - |
| 2 | arxiv.org/abs/2103.06332 | 23.19 | No | Hurdles to Progress in Long-form Question Answer... | 2021-03-10 | Code |
| 3 | BART | 20.55 | No | - | - | - |
| 4 | T5-base | 19.08 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 5 | Training Set Retrieval (top 1) | 18.66 | No | - | - | - |
| 6 | multi-task small | 17.67 | No | - | - | - |
| 7 | BART + DPR | 17.41 | No | - | - | - |
| 8 | Input Copying | 16.88 | No | - | - | - |
| 9 | Wikipedia | 16.45 | No | - | - | - |
| 10 | Sphere | 15.76 | No | - | - | - |
| 11 | Random Training Set Answer | 15.45 | No | - | - | - |
| 12 | RAG | 14.05 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 13 | TABi | 0 | No | - | - | - |
| 14 | chriskuei | 0 | No | - | - | - |
| 15 | GENRE | 0 | No | - | - | - |
| 16 | Multi-task DPR | 0 | No | - | - | - |