Biology
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Speculative Decoding | Biology | MAT7.18 | 30 | |
| Scientific Reasoning | Biology | Avg@1674.4 | 24 | |
| Link Prediction | Biology C.ele (test) | Hits@5068.62 | 18 | |
| Named Entity Recognition | Biology | F1 Score45 | 13 | |
| Program generation | expert-curated Biology dataset | Program Accuracy70.26 | 10 | |
| Science Question Answering | Biology (Bio.) | Mean@1665.4 | 9 | |
| Symbolic Regression | Biology | Error0 | 7 | |
| Symbolic Regression | Biology OOD (test) | NMSE11.4 | 5 | |
| Multi-Omics Sequence | Biology-Instruction | Score52.5 | 5 | |
| Cross-task generalization | Biology | Test Fin Score48.5 | 3 | |
| Outlier Detection | Biology | Precision80 | 3 | |
| Retrieval | Biology | NDCG@250.336 | 2 |
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