Question Answering on WikiHop
Metric: Test (higher is better)
Metric: Test (higher is better)
| # | Model↕ | Test▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | BigBird-etc | 82.3 | No | Big Bird: Transformers for Longer Sequences | 2020-07-28 | Code |
| 2 | Longformer-large | 81.9 | No | Longformer: The Long-Document Transformer | 2020-04-10 | Code |
| 3 | LUKE-Graph | 81 | No | LUKE-Graph: A Transformer-based Approach with Ga... | 2023-03-12 | - |
| 4 | MultiHop (Chen et al., [2019a]) | 76.5 | No | Multi-hop Question Answering via Reasoning Chains | 2019-10-07 | Code |
| 5 | CFC | 70.6 | No | Coarse-grain Fine-grain Coattention Network for ... | 2019-01-03 | - |
| 6 | MHQA | 65.4 | No | Exploring Graph-structured Passage Representatio... | 2018-09-06 | - |
| 7 | Coref-GRU | 59.3 | No | Neural Models for Reasoning over Multiple Mentio... | 2018-04-16 | - |
| 8 | MHPGM + NOIC | 57.9 | No | Commonsense for Generative Multi-Hop Question An... | 2018-09-17 | Code |
| 9 | BiDAF | 42.9 | No | Constructing Datasets for Multi-hop Reading Comp... | 2017-10-17 | - |