Metric: Rouge-L (higher is better)
| # | Model↕ | Rouge-L▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RBG | 27.13 | No | Read before Generate! Faithful Long Form Questio... | 2022-03-01 | - |
| 2 | KID | 26.3 | No | Knowledge Infused Decoding | 2022-04-06 | Code |
| 3 | c-REALM | 23.4 | No | Hurdles to Progress in Long-form Question Answer... | 2021-03-10 | Code |
| 4 | EMAT | 20.91 | No | An Efficient Memory-Augmented Transformer for Kn... | 2022-10-30 | Code |
| 5 | T5-base | 19.08 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 6 | BART+DPR | 17.41 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |
| 7 | RAG | 14.05 | No | KILT: a Benchmark for Knowledge Intensive Langua... | 2020-09-04 | Code |