Datasets:

versae
/

nb-fineweb2-edu-bokmaal-scores

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_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: 2808071
      num_examples: 945
  download_size: 1799163
  dataset_size: 2808071
configs:
  - config_name: default
    data_files:
      - split: test
        path: data/test-*

Results

Correlation with human score vs processing time

Model	Correlation with score	p-value	Total Time (s)	Avg Time / Doc (s)	Docs / Sec
ScandLM/fw-classifier-no-70b	0.690872	5.35891e-135	15.13	0.0160	62.47
versae/nb-sbert-base-edu-scorer-lr3e4-bs32	0.661177	7.97665e-120	11.53	0.0122	81.95
versae/norbert3-base-edu-scorer-lr3e4-bs32	0.660967	1.00665e-119	13.80	0.0146	68.48
versae/no-edu-scorer-hplt2	0.660824	1.18008e-119	13.55	0.0143	69.75
versae/multilingual-e5-base-edu-scorer-lr3e4-bs32	0.655186	5.69073e-117	14.48	0.0153	65.27
versae/nb-bert-edu-scorer-lr3e4-bs32	0.653183	4.9496e-116	11.55	0.0122	81.85
versae/bge-m3-edu-scorer-lr3e5-bs32	0.644583	4.44836e-112	29.64	0.0314	31.89
versae/multilingual-e5-large-instruct-edu-scorer-lr5e5-bs32	0.638495	2.34606e-109	29.95	0.0317	31.55
Edu-JQL-Mistral-SF	0.638477	2.38942e-109	12.39	0.0131	76.27
versae/fasttext-edu-scorer-binary-norwegian	0.635174	6.75547e-108	0.70	0.0007	1356.72
NbAiLab/nb-education-quality-evaluator	0.634614	1.18684e-107	11.45	0.0121	82.51
versae/nb-bert-edu-scorer-lr2e5-bs32	0.632296	1.20216e-106	11.30	0.0120	83.64
versae/nb-bert-edu-scorer	0.620767	9.08718e-102	11.51	0.0122	82.12
Edu-JQL-Llama-SF	0.608041	1.29412e-96	12.34	0.0131	76.56
versae/snowflake-arctic-embed-m-edu-scorer-lr3e4-bs32	0.578611	1.50061e-85	11.01	0.0117	85.79
Edu-JQL-Gemma-SF	0.569307	2.78366e-82	12.73	0.0135	74.26
versae/multilingual-e5-small-edu-scorer-lr3e4-bs32	0.564132	1.65136e-80	9.52	0.0101	99.30
versae/fineweb-edu-scorer-norwegian	0.556996	4.0956e-78	11.03	0.0117	85.70
versae/fasttext-edu-scorer-norwegian-2	0.532596	2.37728e-70	1.27	0.0013	742.34
versae/fasttext-edu-scorer-norwegian	0.48733	1.59877e-57	0.56	0.0006	1684.10
nvidia/nemocurator-fineweb-mixtral-edu-classifier	0.483966	1.20918e-56	10.98	0.0116	86.07
nvidia/nemocurator-fineweb-nemotron-4-edu-classifier	0.475996	1.3343e-54	11.26	0.0119	83.92
HuggingFaceTB/fineweb-edu-classifier	0.462292	3.26806e-51	11.00	0.0116	85.95
ibm-granite/GneissWeb.Edu_classifier	0.118098	0.000274377	0.69	0.0007	1367.15
versae/gte-multilingual-base-edu-scorer-lr3e4-bs32	0.0253761	0.435875	10.08	0.0107	93.73
versae/fw-classifier-no-new	-0.116577	0.000329167	13.38	0.0142	70.64
NbAiLab/nb-linguistic-quality-evaluator	-0.162203	5.36192e-07	11.64	0.0123	81.18