Submissions & Scores

data2text
common_gen_val
BART-base
mT5_base
mT5_large
mT5_small
mT5_xl
t5-small
cs_restaurants_val
mT5_base
mT5_large
mT5_small
mT5_xl
TGen_lemma-tag+RNNLM
TGen+RNNLM
TGen
dart_val
BART-base
mT5_base
mT5_large
mT5_small
mT5_xl
t5-small
e2e_nlg_val
mT5_base
mT5_large
mT5_small
mT5_xl
totto_val
mT5_base
mT5_large
mT5_small
mT5_xl
t5-small
web_nlg_en_val
mT5_base
mT5_large
mT5_small
mT5_xl
web_nlg_ru_val
mT5_base
mT5_large
mT5_small
mT5_xl
dialog
schema_guided_dialog_val
mT5_base
mT5_large
mT5_small
mT5_xl
simplification
wiki_auto_asset_turk_test_asset
mT5_base
mT5_large
mT5_small
mT5_xl
wiki_auto_asset_turk_test_turk
mT5_base
mT5_large
mT5_small
mT5_xl
summarization
mlsum_de_val
mT5_base
mT5_large
mT5_small
mT5_xl
mBART
mlsum_es_val
mT5_base
mT5_large
mT5_small
mT5_xl
mBART
wiki_lingua_russian_ru_val
mT5_base
mT5_large
mT5_small
mT5_xl
wiki_lingua_spanish_es_val
mT5_base
mT5_large
mT5_small
mT5_xl
wiki_lingua_turkish_tr_val
mT5_base
mT5_large
mT5_small
mT5_xl
wiki_lingua_vietnamese_vi_val
mT5_base
mT5_large
mT5_small
mT5_xl
xsum_val
mT5_base
mT5_large
mT5_small
mT5_xl
PEGASUS

Measures

descriptive
Output Length
Vocabulary Size
Bigram Vocabulary Size
diversity
MSTTR
Distinct-1
Distinct-2
Unique-1
Unique-2
Entropy-1
Entropy-2
Bigram Conditional Entropy
faithful
NUBIA
lexical
ROUGE-1
ROUGE-2
ROUGE-L
BLEU
Meteor
SARI
NIST
semantic
BERTScore
BLEURT

Visualization

Output LengthVocabulary SizeBigram Vocabulary SizeBigram Conditional EntropyDistinct-1Distinct-2Entropy-1Entropy-2MSTTRUnique-1Unique-2NUBIABLEUMeteorNISTROUGE-1ROUGE-2ROUGE-LSARIBERTScoreBLEURT38.58.3845.5k39.0207k63.05.760.3060.4180.0010.8620.00410.63.8116.34.160.7760.26727.1k0.000166k0.0000.9090.10995.10.0140.6700.06713.61.740.9580.0550.9300.0000.9550.05470.339.20.9900.6910.482−1.36

Table

Results:, Measures:
mean_pred_length
vocab_size-1
vocab_size-2
cond_entropy-2
distinct-1
distinct-2
entropy-1
entropy-2
msttr-100
unique-1
unique-2
nubia
bleu
meteor
nist
rouge1
rouge2
rougeL
sari
bertscore
bleurt
data2textcommon gen val
mT5_xl
mT5_small
BART-base
mT5_large
t5-small
mT5_xl
mT5_small
mT5_large
BART-base
mT5_base
mT5_xl
mT5_small
BART-base
mT5_large
mT5_base
mT5_xl
mT5_small
t5-small
mT5_large
BART-base
mT5_xl
mT5_base
mT5_large
mT5_small
BART-base
mT5_xl
BART-base
mT5_large
mT5_small
mT5_base
mT5_xl
BART-base
mT5_small
mT5_large
mT5_base
mT5_xl
BART-base
mT5_small
mT5_large
mT5_base
mT5_xl
BART-base
mT5_large
mT5_small
mT5_base
mT5_xl
mT5_small
mT5_large
BART-base
mT5_base
mT5_xl
mT5_small
BART-base
mT5_large
mT5_base
mT5_large
mT5_xl
mT5_base
mT5_small
BART-base
t5-small
mT5_large
mT5_base
mT5_xl
BART-base
t5-small
mT5_large
mT5_xl
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
t5-small
BART-base
mT5_large
mT5_base
mT5_xl
BART-base
t5-small
mT5_large
mT5_base
mT5_xl
BART-base
t5-small
mT5_large
mT5_base
mT5_xl
BART-base
t5-small
mT5_large
mT5_base
mT5_xl
BART-base
t5-small
mT5_large
mT5_base
mT5_xl
dart val
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
t5-small
BART-base
BART-base
t5-small
BART-base
t5-small
e2e nlg val
mT5_xl
mT5_large
mT5_small
mT5_base
mT5_xl
mT5_large
mT5_small
mT5_base
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_small
mT5_base
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_large
mT5_base
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_large
mT5_base
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
totto val
mT5_xl
mT5_large
mT5_small
mT5_base
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
t5-small
mT5_base
mT5_large
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_xl
t5-small
mT5_small
mT5_base
mT5_large
t5-small
mT5_xl
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
t5-small
mT5_large
mT5_base
mT5_xl
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
mT5_xl
mT5_large
mT5_base
mT5_small
t5-small
cs restaurants val
mT5_base
mT5_small
mT5_large
TGen_lemma-tag+RNNLM
mT5_xl
mT5_xl
mT5_large
TGen+RNNLM
TGen_lemma-tag+RNNLM
mT5_small
mT5_xl
mT5_large
TGen_lemma-tag+RNNLM
TGen+RNNLM
mT5_small
mT5_xl
mT5_large
mT5_small
TGen
TGen_lemma-tag+RNNLM
mT5_xl
mT5_large
TGen+RNNLM
TGen_lemma-tag+RNNLM
mT5_small
mT5_xl
mT5_large
TGen+RNNLM
TGen_lemma-tag+RNNLM
TGen
mT5_xl
mT5_large
TGen+RNNLM
TGen_lemma-tag+RNNLM
TGen
mT5_xl
mT5_large
TGen+RNNLM
TGen_lemma-tag+RNNLM
TGen
mT5_xl
TGen+RNNLM
mT5_large
TGen
TGen_lemma-tag+RNNLM
mT5_xl
mT5_large
mT5_small
TGen_lemma-tag+RNNLM
TGen+RNNLM
mT5_xl
mT5_large
TGen+RNNLM
TGen_lemma-tag+RNNLM
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_small
TGen_lemma-tag+RNNLM
mT5_large
mT5_base
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
TGen_lemma-tag+RNNLM
mT5_xl
mT5_large
mT5_small
mT5_base
mT5_xl
mT5_large
TGen_lemma-tag+RNNLM
mT5_base
TGen
mT5_xl
TGen_lemma-tag+RNNLM
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
TGen_lemma-tag+RNNLM
mT5_base
TGen
mT5_xl
mT5_large
TGen_lemma-tag+RNNLM
TGen
mT5_base
mT5_xl
mT5_large
TGen
TGen+RNNLM
mT5_base
web nlg en val
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_xl
mT5_base
mT5_small
mT5_large
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_base
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_xl
mT5_base
mT5_small
mT5_large
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_base
mT5_large
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
web nlg ru val
mT5_base
mT5_xl
mT5_large
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_large
mT5_base
mT5_xl
mT5_small
mT5_large
mT5_base
mT5_xl
mT5_small
mT5_large
mT5_base
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_large
mT5_base
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
summarizationmlsum de val
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mT5_xl
mT5_base
mT5_small
mT5_large
mBART
mT5_xl
mT5_base
mT5_large
mT5_small
mBART
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_small
mT5_base
mT5_large
mT5_xl
mBART
mT5_base
mT5_small
mT5_large
mT5_xl
mBART
mBART
mT5_xl
mT5_base
mT5_small
mT5_large
mBART
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_base
mBART
mT5_large
mT5_xl
mT5_small
mBART
mT5_xl
mT5_base
mT5_small
mT5_large
mBART
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_base
mT5_large
mT5_small
mT5_xl
mBART
mT5_xl
mBART
mT5_large
mT5_base
mT5_small
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_xl
mT5_large
mT5_base
mBART
mT5_small
mT5_xl
mT5_base
mT5_large
mBART
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mlsum es val
mBART
mT5_base
mT5_xl
mT5_small
mT5_large
mBART
mT5_base
mT5_xl
mT5_small
mT5_large
mBART
mT5_base
mT5_xl
mT5_large
mT5_small
mBART
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_small
mT5_xl
mT5_base
mT5_large
mBART
mT5_base
mT5_large
mT5_xl
mT5_small
mBART
mBART
mT5_base
mT5_xl
mT5_large
mT5_small
mBART
mT5_base
mT5_xl
mT5_large
mT5_small
mBART
mT5_large
mT5_base
mT5_xl
mT5_small
mBART
mT5_xl
mT5_base
mT5_small
mT5_large
mBART
mT5_base
mT5_xl
mT5_large
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_small
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
mT5_xl
mT5_large
mT5_base
mT5_small
mBART
xsum val
PEGASUS
mT5_base
mT5_large
mT5_xl
mT5_small
PEGASUS
mT5_xl
mT5_base
mT5_large
mT5_small
PEGASUS
mT5_base
mT5_xl
mT5_large
mT5_small
PEGASUS
mT5_base
mT5_xl
mT5_large
mT5_small
mT5_xl
PEGASUS
mT5_large
mT5_base
mT5_small
PEGASUS
mT5_xl
mT5_base
mT5_large
mT5_small
PEGASUS
mT5_xl
mT5_base
mT5_large
mT5_small
PEGASUS
mT5_base
mT5_xl
mT5_large
mT5_small
PEGASUS
mT5_xl
mT5_base
mT5_large
mT5_small
PEGASUS
mT5_xl
mT5_base
mT5_large
mT5_small
PEGASUS
mT5_base
mT5_xl
mT5_large
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
PEGASUS
mT5_xl
mT5_large
mT5_base
mT5_small
PEGASUS
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
PEGASUS
mT5_xl
mT5_large
mT5_base
mT5_small
PEGASUS
mT5_xl
mT5_large
mT5_base
mT5_small
PEGASUS
mT5_xl
mT5_large
mT5_base
mT5_small
PEGASUS
mT5_xl
mT5_large
mT5_base
mT5_small
PEGASUS
mT5_xl
mT5_large
mT5_base
mT5_small
wiki lingua turkish tr val
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_base
mT5_large
mT5_xl
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_large
mT5_xl
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
wiki lingua vietnamese vi val
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_small
mT5_xl
mT5_base
mT5_large
mT5_xl
mT5_large
mT5_base
mT5_small
mT5_xl
mT5_large
mT5_base
mT5_xl
mT5_large
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