Question Answering on RACE
Metric: RACE-m (higher is better)
Metric: RACE-m (higher is better)
| # | Model↕ | RACE-m▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | XLNet | 85.45 | No | XLNet: Generalized Autoregressive Pretraining fo... | 2019-06-19 | Code |
| 2 | OCN_large | 76.7 | No | Option Comparison Network for Multiple-choice Re... | 2019-03-07 | - |
| 3 | DCMN_large | 73.4 | No | Dual Co-Matching Network for Multi-choice Readin... | 2019-01-27 | - |
| 4 | Finetuned Transformer LM | 62.9 | No | - | - | Code |
| 5 | BiAttention MRU | 60.2 | No | Multi-range Reasoning for Machine Comprehension | 2018-03-24 | - |
| 6 | GPT-3 175B (few-shot, k=32) | 58.1 | No | Language Models are Few-Shot Learners | 2020-05-28 | Code |