Metric: Soft-F1 (higher is better)
| # | Model↕ | Soft-F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Human baseline | 0.84 | No | Contract Discovery: Dataset and a Few-Shot Seman... | 2019-11-10 | Code |
| 2 | k-NN with sentence n-grams, GPT-2 embeddings, fICA | 0.51 | No | Contract Discovery: Dataset and a Few-Shot Seman... | 2019-11-10 | Code |
| 3 | DBTW, GPT-1 embeddings, fICA | 0.51 | No | Dynamic Boundary Time Warping for Sub-sequence M... | 2020-10-27 | - |
| 4 | LSA baseline | 0.39 | No | Contract Discovery: Dataset and a Few-Shot Seman... | 2019-11-10 | Code |
| 5 | Universal Sentence Encoder | 0.38 | No | Contract Discovery: Dataset and a Few-Shot Seman... | 2019-11-10 | Code |
| 6 | Sentence BERT | 0.31 | No | Contract Discovery: Dataset and a Few-Shot Seman... | 2019-11-10 | Code |