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seq
string
label
float64
ACCAACATGTAATTTCCACTCTTGA
-1.781224
TGGTAAAATCTAGGGTTTTTTATAA
-0.275643
CAAAAAGTAGACGCAACATGAAAAA
-1.148226
TGGCCTCGTGGATAGGACATTTGGA
-1.16347
TAATCGGTTCTAAATACGATTAGTG
0.629766
TAAAGAAGAGGTTGATGAGAAACCG
-0.056611
AAGCGGTGAATAACACACAGTAAAG
0.437928
ATCTCTCTAGTACAGATTGTCAATA
0.625944
AGACAGCTAAAACCCTACAAAATAA
0.428996
CCTTCGACGACCCACGTCCGCCTTA
0.066963
CGTTGATCATGGATACTTTTTTACA
-1.431016
GTACGCAAACCATCTCTCGATTTCT
0.385245
GTTACCCCCTACTCCAGCTCATACT
0.106418
TCCAATCTTTTGCACCACCCCTAGG
0.167583
CTCCCTCAACAGGTGCCTCACGCTG
0.448294
AGTAATGAGTTTCGGCATTTCAAAG
0.448709
AGGATTGTGTCGCCAGTTCCACTGA
0.226652
TAATATCATATAGTTCTTCTCCCCT
0.091013
TAGAATCGGAAGGAATAGGATTCTA
0.683043
GATGCTTGCACTCGAGGTCCGTGCA
0.777959
GACACCACGTAAAATCCTAATCAAA
0.722772
TCTATGACTCGTTCGCGTAGAATCA
-0.903231
CAAAATGATAAGATGGACCAAAGAT
0.044779
TGCATGATCTGTAGCATTTGCTGCT
-0.282712
GCATGACCAGCCTGTTTAGATAGAA
-0.8849
AGAAAGATAACAAACCACCCGTATG
0.531101
GACCCCTTTACGCAACCTATTGAAC
0.738194
GCCCCTACACTCTGTTTTTTGATCC
0.462663
GGATAAATAAATCTGAGATCAGAAA
0.576403
CCCTGTTGCCAGCCGCATAATCATC
0.507246
GCAGCACGCTTACAGTCCCTCAGAC
0.588532
CTTTTTCCTTACTCGTGATACTATC
0.354998
GTAAACCCAGATCTAGTTTGACTGT
0.434046
CACGCTGCACACCGAACAGCCCAAA
-0.006064
ACTCCGACACCATCTTCATTACAAT
0.409271
TACATGGAACTGTCCCTTCTTACCG
-0.842205
GACCCTCCTATTATCAACCAAGATA
0.208579
AGAGTGAGAGCGCGACAAATCACTG
0.677526
CCGATTGGCGCCCTTTGGCCGGGAG
0.066205
GAGATGAGAAGTCGTGCGAAATAAC
-1.532364
GTCCTCGCGACAACTGTCCCAAACC
0.290489
TTCTGATCGGTGTTCCTCCGTTCTG
0.488669
TCTAGTCGTTTCTAGCATAGACTATA
0.668242
GCAATGCATCCATTCCAATGCCTACT
-1.191314
ACCTTGCCGCATCCCACTTGCCTGCA
0.458991
CAAACTGGGCCCATTTCTATACCAAT
0.178165
ACGAGAGTAACAGATCCAACCTAAA
0.601949
CCTACGCGGGATGCTCTTTTTTATAG
-1.168753
GATCCAGGAGACAGAAACCATCTACC
0.473869
TCGCAAAGAAGAACCTATTTTAAGA
0.701898
TATAATTACGCTTTTCCGTGTATGG
-0.372049
TCAATTACAGCTCGACTTCCATGATC
0.275457
AAGCCGTTCTTTAAATCCACACATTT
0.283248
AGTCCATCCTCGCGGCCTCACACCA
-0.167843
AGTCCCGTCCTACACGCTCGGTCCG
0.313519
CCCCATATCCGATTATCTGCTGGAC
0.567311
CGTAGTGGCGCAGGACCGTCAATTA
0.373652
CTCTGCTATGCCCCACCACTCAACA
0.512616
ATCCACCAATCCCTACATTCATCTTC
0.511226
GAGAGTGTCGCCGAAGCACAAGCCGA
0.469389
CCTGTCGATCTAGGTCCTATTGTCCG
0.64964
ATTTCTAACTTCTTCTGGCAACGACA
0.506169
ATATACGGCAACACGCCCGAACCAGA
0.211927
CCTCGTTAATCCTTCCCTTGTCTCCC
0.164064
TCCCCGCCACGCCCGGTATCCGACTA
-0.031521
GAAACTCGTGTTTATTCTCGTCGAT
0.704065
AAGAAAACATACAAGTCTGTTCACT
0.629363
GTGTGGAGGTCAACCTCCAAGCCCAC
-0.55043
TCGGCTTTAACCAAACCACAATCAG
0.381884
ACCCTCCCAGTGCTCTTATGTTATT
-0.149688
CATTCTTACCTCTCAACAATACACCT
0.349633
CACCCCCAACACCGGCGATTAGCATG
0.541199
TTCCAAACCGATACCTCCCCGGATG
0.371439
GCAAAGTTCCCCTTTGAACTTCTAC
0.397569
CATTGACTATAATATCACTCAACAAT
0.54906
TTGCTCGATCGCCATTTCACGATAGT
0.56468
TTTCTTCTTGTTTTCTTTCTTCATG
0.637018
GGATTTTTCGAACTGACTTTCCGGG
0.467954
CGTGCGCATCCCGTACACTCCCCGAC
0.349608
CAACCCTAATCTCGGGAATGAATCTG
0.657489
ACTGGGTTTATCCGTGATCTATGCGA
0.669683
CCACCTCACCACCCCCTGCCCCCAC
-0.481141
ACATAGCACTAGCGCCTAGAAGTTG
0.279536
GACCGAAGCCTTGAAAGTGAGTGTA
0.442718
CTTCCCTCCCCTCTTCACTAACAAT
0.237183
TGCCCTAGCCCTCCTCCACCCTCTGC
-0.361143
ACGACAAAACGGGCACAAACTCAAT
0.195673
TTTATCGGTGAAACTCGCAGTCGTAC
0.484793
GCCCTCCGCTCTCCGCAACAAATATA
0.08587
TCTACCCACCTCCGCGATAAGCTGC
0.367422
GTCTGAAGTCCCATATAGCTTTCTTT
0.366798
ACGAACTTGCGTAGAGAGCACCGAA
0.51533
TGCCTCCATTCCGATCCTTGAACGG
-0.849736
AGTAATTAGGTGTAAAGCTACTAGA
0.611746
AAACCTTCCTTAGCCCGGAAAGAACG
0.066533
GTGAACTCTGCATCACACCGTCCTA
0.305046
TAGAACTTTCGAGCAATTCTATAATC
0.589372
AACAAAGAGCTTACAAAAAACTAAA
0.540199
CACTCCCGACAAGAGAGCTCCGATC
0.404448
TGTATACTTCCGGAGATATCCTCTTT
0.9295
End of preview.
YAML Metadata Warning: empty or missing yaml metadata in repo card (https://huggingface.co/docs/hub/datasets-cards)

RNA Evalaution Tasks

Obtained from BEACON: Benchmark for Comprehensive RNA Tasks and Language Models

Tasks

  1. Mean Ribosome Loading
  2. Modification
  3. ncRNA Family
  4. Secondary Structure
  5. Splicing

Citation

If you find this repo useful for your research, please consider citing the paper

@misc{ren2024beacon,
      title={BEACON: Benchmark for Comprehensive RNA Tasks and Language Models}, 
      author={Yuchen Ren and Zhiyuan Chen and Lifeng Qiao and Hongtai Jing and Yuchen Cai and Sheng Xu and Peng Ye and Xinzhu Ma and Siqi Sun and Hongliang Yan and Dong Yuan and Wanli Ouyang and Xihui Liu},
      year={2024},
      eprint={2406.10391},
      archivePrefix={arXiv},
      primaryClass={id='q-bio.QM' full_name='Quantitative Methods' is_active=True alt_name=None in_archive='q-bio' is_general=False description='All experimental, numerical, statistical and mathematical contributions of value to biology'}
}
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