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metadata
dataset_info:
  features:
    - name: id
      dtype: string
    - name: text
      dtype: string
    - name: score
      dtype: int64
    - name: responses
      sequence: string
    - name: score_Edu-JQL-Gemma-SF
      dtype: float64
    - name: score_Edu-JQL-Mistral-SF
      dtype: float64
    - name: score_Edu-JQL-Llama-SF
      dtype: float64
    - name: score_HuggingFaceTB/fineweb-edu-classifier
      dtype: float64
    - name: score_nvidia/nemocurator-fineweb-mixtral-edu-classifier
      dtype: float64
    - name: score_nvidia/nemocurator-fineweb-nemotron-4-edu-classifier
      dtype: float64
    - name: score_ibm-granite/GneissWeb.Edu_classifier__cc
      dtype: float64
    - name: score_ibm-granite/GneissWeb.Edu_classifier__education
      dtype: float64
    - name: score_NbAiLab/nb-education-quality-evaluator
      dtype: float64
    - name: score_NbAiLab/nb-linguistic-quality-evaluator
      dtype: float64
    - name: score_versae/fw-classifier-no-new
      dtype: float64
    - name: score_versae/no-edu-scorer-hplt2
      dtype: float64
    - name: score_ScandLM/fw-classifier-no-70b
      dtype: float64
    - name: score_versae/norbert3-base-edu-scorer-lr3e4-bs32
      dtype: float64
    - name: score_versae/nb-sbert-base-edu-scorer-lr3e4-bs32
      dtype: float64
    - name: score_versae/gte-multilingual-base-edu-scorer-lr3e4-bs32
      dtype: float64
    - name: score_versae/multilingual-e5-base-edu-scorer-lr3e4-bs32
      dtype: float64
    - name: score_versae/bge-m3-edu-scorer-lr3e5-bs32
      dtype: float64
    - name: score_versae/multilingual-e5-large-instruct-edu-scorer-lr5e5-bs32
      dtype: float64
    - name: score_versae/fasttext-edu-scorer-binary-norwegian
      dtype: float64
    - name: score_versae/fasttext-edu-scorer-norwegian-2
      dtype: int64
    - name: score_versae/fasttext-edu-scorer-norwegian
      dtype: int64
    - name: score_versae/multilingual-e5-small-edu-scorer-lr3e4-bs32
      dtype: float64
    - name: score_versae/snowflake-arctic-embed-m-edu-scorer-lr3e4-bs32
      dtype: float64
    - name: score_versae/nb-bert-edu-scorer-lr3e4-bs32
      dtype: float64
    - name: score_versae/nb-bert-edu-scorer-lr2e5-bs32
      dtype: float64
    - name: score_versae/nb-bert-edu-scorer
      dtype: float64
    - name: score_versae/fineweb-edu-scorer-norwegian
      dtype: float64
    - name: score_ibm-granite/GneissWeb.Edu_classifier
      dtype: float64
  splits:
    - name: test
      num_bytes: 2823191
      num_examples: 945
  download_size: 1806801
  dataset_size: 2823191
configs:
  - config_name: default
    data_files:
      - split: test
        path: data/test-*

Results

Model Total Time (s) Avg Time / Doc (s) Docs / Sec
versae/fasttext-edu-scorer-norwegian 0.31 0.0003 3005.22
ibm-granite/GneissWeb.Edu_classifier 0.49 0.0005 1924.69
versae/fasttext-edu-scorer-binary-norwegian 0.69 0.0007 1375.92
versae/fasttext-edu-scorer-norwegian-2 1.69 0.0018 559.92
versae/multilingual-e5-small-edu-scorer-lr3e4-bs32 9.35 0.0099 101.08
versae/gte-multilingual-base-edu-scorer-lr3e4-bs32 10.48 0.0111 90.14
versae/nb-bert-edu-scorer 10.74 0.0114 88.02
nvidia/nemocurator-fineweb-mixtral-edu-classifier 10.76 0.0114 87.82
HuggingFaceTB/fineweb-edu-classifier 10.81 0.0114 87.44
versae/nb-bert-edu-scorer-lr2e5-bs32 10.87 0.0115 86.94
NbAiLab/nb-education-quality-evaluator 10.91 0.0115 86.63
nvidia/nemocurator-fineweb-nemotron-4-edu-classifier 11.08 0.0117 85.32
versae/snowflake-arctic-embed-m-edu-scorer-lr3e4-bs32 11.1 0.0117 85.12
versae/fineweb-edu-scorer-norwegian 11.17 0.0118 84.64
NbAiLab/nb-linguistic-quality-evaluator 11.19 0.0118 84.46
versae/nb-bert-edu-scorer-lr3e4-bs32 11.44 0.0121 82.61
versae/nb-sbert-base-edu-scorer-lr3e4-bs32 11.79 0.0125 80.16
versae/no-edu-scorer-hplt2 12.75 0.0135 74.11
versae/fw-classifier-no-new 12.8 0.0135 73.84
versae/norbert3-base-edu-scorer-lr3e4-bs32 13.22 0.014 71.5
versae/multilingual-e5-base-edu-scorer-lr3e4-bs32 14.55 0.0154 64.96
ScandLM/fw-classifier-no-70b 14.69 0.0155 64.33
Edu-JQL-Llama-SF 14.72 0.0156 64.19
Edu-JQL-Mistral-SF 14.87 0.0157 63.53
Edu-JQL-Gemma-SF 15.25 0.0161 61.96
versae/bge-m3-edu-scorer-lr3e5-bs32 29.89 0.0316 31.61
versae/multilingual-e5-large-instruct-edu-scorer-lr5e5-bs32 30.29 0.032 31.2