Metric: Accuracy (higher is better)
| # | Model↕ | Accuracy▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | AnglE-LLaMA-7B | 93.54 | No | AnglE-optimized Text Embeddings | 2023-09-22 | Code |
| 2 | LM-CPPF RoBERTa-base | 93.3 | No | LM-CPPF: Paraphrasing-Guided Data Augmentation f... | 2023-05-29 | Code |
| 3 | RoBERTa-large 355M + Entailment as Few-shot Learner | 92.5 | No | Entailment as Few-Shot Learner | 2021-04-29 | Code |
| 4 | Block-sparse LSTM | 92.2 | No | - | - | Code |
| 5 | byte mLSTM7 | 90.6 | No | A La Carte Embedding: Cheap but Effective Induct... | 2018-05-14 | Code |
| 6 | USE_T+CNN (w2v w.e.) | 87.45 | No | Universal Sentence Encoder | 2018-03-29 | Code |
| 7 | SuBiLSTM-Tied | 86.5 | No | Improved Sentence Modeling using Suffix Bidirect... | 2018-05-18 | - |
| 8 | Capsule-B | 85.1 | No | Investigating Capsule Networks with Dynamic Rout... | 2018-03-29 | Code |
| 9 | STM+TSED+PT+2L | 82.73 | No | The Pupil Has Become the Master: Teacher-Student... | 2019-05-31 | Code |