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Biology dataset and benchmarks · SOTA2 Research

Research Datasets

Biology

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Speculative Decoding

Biology

7.18MAT

30

Scientific Reasoning

Biology

74.4Avg@16

24

Link Prediction

Biology C.ele (test)

68.62Hits@50

18

Named Entity Recognition

Biology

45F1 Score

13

Program generation

expert-curated Biology dataset

70.26Program Accuracy

10

Science Question Answering

Biology (Bio.)

65.4Mean@16

9

Symbolic Regression

Biology

0Error

7

Symbolic Regression

Biology OOD (test)

11.4NMSE

5

Multi-Omics Sequence

Biology-Instruction

52.5Score

5

Cross-task generalization

Biology

48.5Test Fin Score

3

Outlier Detection

Biology

80Precision

3

Biology

0.336NDCG@25

2

Popular tasks

Symbolic Regression Science Question Answering Link Prediction Retrieval Named Entity Recognition

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