Metric: % Test Accuracy (higher is better)
| # | Model↕ | % Test Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | mBERT | 83.38 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 2 | ParsBERT | 82.99 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 3 | Translate-Source + fastText | 78.13 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 4 | LSTM + BERT (concat) | 75.83 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 5 | ESIM + BERT (FarsTail, MultiNLI) | 74.62 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 6 | ULMFiT | 72.44 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 7 | ESIM + fastText | 71.16 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 8 | Translate-Target + fastText | 70.46 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 9 | Decomposable Attention Model + word2vec | 66.62 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |
| 10 | HBMP + word2vec | 66.04 | No | FarsTail: A Persian Natural Language Inference D... | 2020-09-18 | Code |