| Paper | Code | RACE-m | RACE-h | RACE | ModelName | ReleaseDate |
|---|---|---|---|---|---|---|
| XLNet: Generalized Autoregressive Pretraining for Language Understanding | ✓ Link | 85.45 | 81.75 | XLNet | 2019-06-19 | |
| Option Comparison Network for Multiple-choice Reading Comprehension | 76.7 | 69.6 | 71.7 | OCN_large | 2019-03-07 | |
| Dual Co-Matching Network for Multi-choice Reading Comprehension | 73.4 | 68.1 | 69.7 | DCMN_large | 2019-01-27 | |
| Improving Language Understanding by Generative Pre-Training | ✓ Link | 62.9 | 57.4 | 59.0 | Finetuned Transformer LM | 2018-06-11 |
| Multi-range Reasoning for Machine Comprehension | 60.2 | 50.3 | 53.3 | BiAttention MRU | 2018-03-24 | |
| Language Models are Few-Shot Learners | ✓ Link | 58.1 | GPT-3 175B (few-shot, k=32) | 2020-05-28 | ||
| Language Models are Few-Shot Learners | ✓ Link | 46.8 | GPT-3 175B (Few-Shot) | 2020-05-28 |