| Biology-Instructions Antibody-Antigen Neutralization | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-aan-creator-systems
bioinstruction-aan-creator-systems-emnlp-2025 | MCC | 10.26 percent |
| Biology-Instructions APA Isoform Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-apa-creator-systems
bioinstruction-apa-creator-systems-emnlp-2025 | R2 | 50.68 percent |
| Biology-Instructions Core Promoter Detection | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-cpd-creator-systems
bioinstruction-cpd-creator-systems-emnlp-2025 | MCC | 41.18 percent |
| Biology-Instructions CRISPR On-Target Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-crispr-on-target-creator-systems
bioinstruction-crispr-on-target-creator-systems-emnlp-2025 | Spearman's ρ | -2.99 percent |
| Biology-Instructions Enhancer Activity Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-ea-creator-systems
bioinstruction-ea-creator-systems-emnlp-2025 | PCC (housekeeping enhancer activity) | 59.74 percent |
| Biology-Instructions Enhancer Activity Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-ea-creator-systems
bioinstruction-ea-creator-systems-emnlp-2025 | PCC (developmental enhancer activity) | 46.82 percent |
| Biology-Instructions Enzyme Commission Number Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-ec-creator-systems
bioinstruction-ec-creator-systems-emnlp-2025 | Fmax | 19.35 percent |
| Biology-Instructions Epigenetic Marks Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-emp-creator-systems
bioinstruction-emp-creator-systems-emnlp-2025 | MCC | 8.1 percent |
| Biology-Instructions Enhancer-Promoter Interaction Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-epi-creator-systems
bioinstruction-epi-creator-systems-emnlp-2025 | MCC | 1.68 percent |
| Biology-Instructions Protein Fluorescence Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-fluorescence-creator-systems
bioinstruction-fluorescence-creator-systems-emnlp-2025 | Spearman's ρ | 1.49 percent |
| Biology-Instructions RNA Modification Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-modification-creator-systems
bioinstruction-modification-creator-systems-emnlp-2025 | AUC | 57.45 percent |
| Biology-Instructions Mean Ribosome Loading Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-mrl-creator-systems
bioinstruction-mrl-creator-systems-emnlp-2025 | R2 | 29.12 percent |
| Biology-Instructions Non-coding RNA Function Classification | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-ncrna-creator-systems
bioinstruction-ncrna-creator-systems-emnlp-2025 | Accuracy | 62.77 percent |
| Biology-Instructions Promoter Detection 300 | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-pd300-creator-systems
bioinstruction-pd300-creator-systems-emnlp-2025 | MCC | 49.01 percent |
| Biology-Instructions Programmable RNA Switches | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-prs-creator-systems
bioinstruction-prs-creator-systems-emnlp-2025 | R2 | 26.65 percent |
| Biology-Instructions RNA-Protein Interaction Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-rpi-creator-systems
bioinstruction-rpi-creator-systems-emnlp-2025 | MCC | 70.8 percent |
| Biology-Instructions siRNA Efficiency Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-sirna-creator-systems
bioinstruction-sirna-creator-systems-emnlp-2025 | Mixed Score | 56.31 percent |
| Biology-Instructions Protein Solubility Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-solubility-creator-systems
bioinstruction-solubility-creator-systems-emnlp-2025 | Accuracy | 62.07 percent |
| Biology-Instructions Protein Stability Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-stability-creator-systems
bioinstruction-stability-creator-systems-emnlp-2025 | Spearman's ρ | 56.76 percent |
| Biology-Instructions Human Transcription Binding Sites Detection | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-tb-human-creator-systems
bioinstruction-tb-human-creator-systems-emnlp-2025 | MCC | 19.07 percent |
| Biology-Instructions Mouse Transcription Binding Sites Detection | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-tb-mouse-creator-systems
bioinstruction-tb-mouse-creator-systems-emnlp-2025 | MCC | 27.94 percent |
| Biology-Instructions Protein Thermostability Prediction | Biology-Instructions: A Dataset and Benchmark for Multi-Omics Sequence Understanding Capability of Large Language Models | bioinstruction-thermostability-creator-systems
bioinstruction-thermostability-creator-systems-emnlp-2025 | Spearman's ρ | 44.59 percent |