Literature
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Named Entity Recognition | Literature | F1 Score72.7 | 19 | |
| Genetic Circuit Design | Literature-91 | Task Success Rate (TSR)44.9 | 11 | |
| Factoid Question Answering | Literature factoid QA (test) | Accuracy95.1 | 9 | |
| Part-level Masked Component Prediction | Literature-91 | Top-1 Accuracy41.4 | 3 | |
| Function-level Masked Component Prediction | Literature-91 | Top-1 Accuracy74.6 | 3 | |
| Type-level Masked Component Prediction | Literature-91 | Top-1 Accuracy93.6 | 3 | |
| Genetic circuit rediscovery | Literature-91 Overall | Pass@142.9 | 2 | |
| Genetic circuit rediscovery | Literature-91 Extended 41 Complex Circuits | Pass@124.4 | 2 | |
| Named Entity Recognition | Literature English | F1 Score (%)59.68 | 2 |
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