model update

README.md

@@ -46,21 +46,6 @@ model-index:
     - name: MoverScore (Question Generation)
       type: moverscore_question_generation
       value: 55.73
-    - name: BLEU4 (Question & Answer Generation (with Gold Answer))
-      type: bleu4_question_answer_generation_with_gold_answer
-      value: 0.1
-    - name: ROUGE-L (Question & Answer Generation (with Gold Answer))
-      type: rouge_l_question_answer_generation_with_gold_answer
-      value: 16.04
-    - name: METEOR (Question & Answer Generation (with Gold Answer))
-      type: meteor_question_answer_generation_with_gold_answer
-      value: 20.11
-    - name: BERTScore (Question & Answer Generation (with Gold Answer))
-      type: bertscore_question_answer_generation_with_gold_answer
-      value: 74.64
-    - name: MoverScore (Question & Answer Generation (with Gold Answer))
-      type: moverscore_question_answer_generation_with_gold_answer
-      value: 52.95
     - name: QAAlignedF1Score-BERTScore (Question & Answer Generation (with Gold Answer)) [Gold Answer]
       type: qa_aligned_f1_score_bertscore_question_answer_generation_with_gold_answer_gold_answer
       value: 90.63
@@ -79,21 +64,6 @@ model-index:
     - name: QAAlignedPrecision-MoverScore (Question & Answer Generation (with Gold Answer)) [Gold Answer]
       type: qa_aligned_precision_moverscore_question_answer_generation_with_gold_answer_gold_answer
       value: 65.34
-    - name: BLEU4 (Question & Answer Generation)
-      type: bleu4_question_answer_generation
-      value: 0.87
-    - name: ROUGE-L (Question & Answer Generation)
-      type: rouge_l_question_answer_generation
-      value: 15.67
-    - name: METEOR (Question & Answer Generation)
-      type: meteor_question_answer_generation
-      value: 19.57
-    - name: BERTScore (Question & Answer Generation)
-      type: bertscore_question_answer_generation
-      value: 69.82
-    - name: MoverScore (Question & Answer Generation)
-      type: moverscore_question_answer_generation
-      value: 52.32
     - name: QAAlignedF1Score-BERTScore (Question & Answer Generation) [Gold Answer]
       type: qa_aligned_f1_score_bertscore_question_answer_generation_gold_answer
       value: 76.86
@@ -169,40 +139,24 @@ output = pipe("Empfangs- und Sendeantenne sollen in ihrer Polarisation übereins
 
 |                                 |   Score | Type    | Dataset                                                          |
 |:--------------------------------|--------:|:--------|:-----------------------------------------------------------------|
-| BERTScore                       |   74.64 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| Bleu_1                          |   14.48 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| Bleu_2                          |    6.53 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| Bleu_3                          |    0.61 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| Bleu_4                          |    0.1  | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| METEOR                          |   20.11 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| MoverScore                      |   52.95 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedF1Score (BERTScore)    |   90.63 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedF1Score (MoverScore)   |   65.32 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedPrecision (BERTScore)  |   90.65 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedPrecision (MoverScore) |   65.34 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedRecall (BERTScore)     |   90.61 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedRecall (MoverScore)    |   65.3  | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| ROUGE_L                         |   16.04 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 
 
 - ***Metric (Question & Answer Generation, Pipeline Approach)***: Each question is generated on the answer generated by [`lmqg/mt5-base-dequad-ae`](https://huggingface.co/lmqg/mt5-base-dequad-ae). [raw metric file](https://huggingface.co/lmqg/mt5-base-dequad-qg/raw/main/eval_pipeline/metric.first.answer.paragraph.questions_answers.lmqg_qg_dequad.default.lmqg_mt5-base-dequad-ae.json)
 
 |                                 |   Score | Type    | Dataset                                                          |
 |:--------------------------------|--------:|:--------|:-----------------------------------------------------------------|
-| BERTScore                       |   69.82 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| Bleu_1                          |   13.47 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| Bleu_2                          |    6.32 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| Bleu_3                          |    2.03 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| Bleu_4                          |    0.87 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| METEOR                          |   19.57 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| MoverScore                      |   52.32 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedF1Score (BERTScore)    |   76.86 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedF1Score (MoverScore)   |   52.96 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedPrecision (BERTScore)  |   76.28 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedPrecision (MoverScore) |   52.93 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedRecall (BERTScore)     |   77.55 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
 | QAAlignedRecall (MoverScore)    |   53.06 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |
-| ROUGE_L                         |   15.67 | default | [lmqg/qg_dequad](https://huggingface.co/datasets/lmqg/qg_dequad) |