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AgroNT Evaluation Task:
  - chromatin_access_MH63_agront
  - chromatin_access_ZS97_agront
  - poly_a_japonica_agront
  - poly_a_indica_agront
  - bulk_gene_exp_agront

Short-sequence Task:
  - chromatin_access_512
  - Epigenetic_Marks_Prediction-Histone
  - smallRNA
  - splice_sites_labels
  - RiceVar_512
  - enhancer_strength

Long-sequence Task:
  - enhancer_regions
  - lncRNA
  - rice_nlr
  - RiceVar_6k
  - RiceVar_8k

Single-nucleotide Task:
  - CDS_multilabel
  - bulk_single_base_Callus

Sweep Region Identification Task:
  - sweep_region_psr
  - sweep_region_sor
  - sweep_region_8k
  - sweep_region_32k
  - sweep_region_100k

Varieties Classification Task:
  - varieties_classification_8k
  - varieties_classification_32k
  - varieties_classification_128k



dataset_feature:
  chromatin_access_MH63_agront:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: labels
    data_split: ['train', 'test','eval']
    sample_num:  100000
    min_length:  1000
    max_length:  1000
    dataset_ratio:  [0.8, 0.1, 0.1]
  
  chromatin_access_ZS97_agront:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: labels
    data_split: ['train', 'test','eval']
    sample_num:  100000
    min_length:  1000
    max_length:  1000
    dataset_ratio:  [0.8, 0.1, 0.1]
  
  poly_a_japonica_agront:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  140853
    min_length:  400
    max_length:  400
    dataset_ratio:  [0.86, 0.14]
    label_train_counter:  [(0, 80414), (1, 40207)]
    label_test_counter:  [(0, 13488), (1, 6744)]
  
  poly_a_indica_agront:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  114915
    min_length:  400
    max_length:  400
    dataset_ratio:  [0.85, 0.15]
    label_train_counter:  [(0, 65426), (1, 32713)]
    label_test_counter:  [(0, 11184), (1, 5592)]
  
  bulk_gene_exp_agront:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: regression
    data_split: ['train', 'test','eval']
    sample_num:  38648
    min_length:  6000
    max_length:  6000
    dataset_ratio:  [0.8, 0.1, 0.1]
  
  chromatin_access_512:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: labels
    data_split: ['train', 'test','eval']
    sample_num:  9991
    min_length:  511
    max_length:  511
    dataset_ratio:  [0.8, 0.1, 0.1]

  Epigenetic_Marks_Prediction-Histone:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: labels
    data_split: ['train', 'test', 'eval']
    sample_num:  100000
    min_length:  708
    max_length:  1024
    dataset_ratio:  [0.80, 0.10, 0.10]

  smallRNA:
   seq_for_item: 1
   seq_key: sequence
   label_key: label
   eval_task: classification
   data_split: ['train', 'test', 'eval']
   sample_num:  189654
   min_length:  16
   max_length:  366
   dataset_ratio:  [0.80, 0.10, 0.10]
   label_train_counter:  [(0, 79942), (1, 71780)]
   label_test_counter:  [(0, 10085), (1, 8880)]
   label_eval_counter:  [(0, 9973), (1, 8993)]

  splice_sites_labels:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test', 'eval']
    sample_num:  100000
    min_length:  399
    max_length:  399
    dataset_ratio:  [0.8, 0.1, 0.1]
    label_train_counter:  [(0, 72720), (1, 13788), (2, 13492)]
    label_test_counter:  [(0, 6652), (1, 1728), (2, 1620)]
    label_eval_counter:  [(0, 6603), (1, 1727), (2, 1670)]

  RiceVar_512:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  14979
    min_length:  512
    max_length:  512
    dataset_ratio:  [0.90, 0.10]
    label_train_counter:  [(0, 11667), (1, 1813)]
    label_test_counter:  [(0, 1312), (1, 187)]

  enhancer_strength:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: regression
    data_split: ['train', 'test', 'eval']
    sample_num:  12539
    min_length:  700
    max_length:  700
    dataset_ratio:  [0.8, 0.1, 0.1]

  enhancer_regions:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  10822
    min_length:  367
    max_length:  5803
    dataset_ratio:  [0.71, 0.29]
    label_train_counter:  [(0, 3833), (1, 3833)]
    label_test_counter:  [(0, 1578), (1, 1578)]

  lncRNA:
   seq_for_item: 1
   seq_key: sequence
   label_key: label
   eval_task: classification
   data_split: ['train', 'test', 'eval']
   sample_num:  3238
   min_length:  201
   max_length:  6000
   dataset_ratio:  [0.80, 0.10, 0.10]
   label_train_counter:  [(0, 1643), (1, 947)]
   label_test_counter:  [(0, 201), (1, 124)]
   label_eval_counter:  [(0, 208), (1, 115)]

  rice_nlr:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test','eval']
    sample_num:  22114
    min_length:  156
    max_length:  6000
    dataset_ratio:  [0.8, 0.1, 0.1]
    label_train_counter:  [(0, 12974), (1, 4717)]
    label_test_counter:  [(0, 1630), (1, 582)]
    label_eval_counter:  [(0, 1616), (1, 595)]

  RiceVar_6k:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  19979
    min_length:  6000
    max_length:  6000
    dataset_ratio:  [0.90, 0.10]
    label_train_counter:  [(0, 16209), (1, 1773)]
    label_test_counter:  [(0, 1773), (1, 224)]

  RiceVar_8k:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  14955
    min_length:  8192
    max_length:  8192
    dataset_ratio:  [0.90, 0.10]
    label_train_counter:  [(0, 11658), (1, 1777)]
    label_test_counter:  [(0, 1300), (1, 220)]

  CDS_multilabel:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: labels
    data_split: ['train', 'test']
    sample_num:  40396
    min_length:  512
    max_length:  512
    dataset_ratio:  [0.62, 0.38]

  bulk_single_base_Callus:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: regression
    data_split: ['train', 'test','eval']
    sample_num:  123989
    min_length:  6000
    max_length:  6000
    dataset_ratio:  [0.8, 0.1, 0.1]

  sweep_region_psr:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test', 'eval']
    sample_num:  57836
    min_length:  6000
    max_length:  6000
    dataset_ratio:  [0.8, 0.1, 0.1]
    label_train_counter:  [(0, 30776), (1, 15492)]
    label_test_counter:  [(0, 3920), (1, 1865)]
    label_eval_counter:  [(0, 3858), (1, 1925)]

  sweep_region_sor:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test', 'eval']
    sample_num:  48620
    min_length:  6000
    max_length:  6000
    dataset_ratio:  [0.8, 0.1, 0.1]
    label_train_counter:  [(0, 25892), (1, 13004)]
    label_test_counter:  [(0, 3271), (1, 1591)]
    label_eval_counter:  [(0, 3249), (1, 1613)]

  sweep_region_8k:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  21579
    min_length:  8000
    max_length:  8000
    dataset_ratio:  [0.8, 0.1, 0.1]
    label_train_counter:  [(0, 11498), (1, 5765)]
    label_test_counter:  [(0, 1413), (1, 744)]
    label_eval_counter:  [(0, 1475), (1, 684)]

  sweep_region_32k:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  9840
    min_length:  32000
    max_length:  32000
    dataset_ratio:  [0.8, 0.1, 0.1]
    label_train_counter:  [(0, 5262), (1, 2610)]
    label_test_counter:  [(0, 656), (1, 328)]
    label_eval_counter:  [(0, 642), (1, 342)]

  sweep_region_100k:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: classification
    data_split: ['train', 'test']
    sample_num:  7200
    min_length:  100000
    max_length:  100000
    dataset_ratio:  [0.8, 0.1, 0.1]
    label_train_counter:  [(0, 3859), (1, 1901)]
    label_test_counter:  [(0, 472), (1, 248)]
    label_eval_counter:  [(0, 469), (1, 251)]

  varieties_classification_8k:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: labels
    data_split: ['train', 'test','eval']
    sample_num:  300013
    min_length:  8000
    max_length:  8000
    dataset_ratio:  [0.8, 0.1, 0.1]

  varieties_classification_32k:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: labels
    data_split: ['train', 'test','eval']
    sample_num:  149906
    min_length:  32000
    max_length:  32000
    dataset_ratio:  [0.8, 0.1, 0.1]

  varieties_classification_128k:
    seq_for_item: 1
    seq_key: sequence
    label_key: label
    eval_task: labels
    data_split: ['train', 'test','eval']
    sample_num:  149474
    min_length:  128000
    max_length:  128000
    dataset_ratio:  [0.8, 0.1, 0.1]