albert-base-v2-CoLA |
linguistic acceptability |
single sentences |
binary (1=acceptable/ 0=unacceptable) |
https://paperswithcode.com/sota/linguistic-acceptability-on-cola |
https://huggingface.co/textattack/albert-base-v2-CoLA |
bert-base-uncased-CoLA |
linguistic acceptability |
single sentences |
binary (1=acceptable/ 0=unacceptable) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-CoLA |
distilbert-base-cased-CoLA |
linguistic acceptability |
single sentences |
binary (1=acceptable/ 0=unacceptable) |
https://paperswithcode.com/sota/linguistic-acceptability-on-cola |
https://huggingface.co/textattack/distilbert-base-cased-CoLA |
distilbert-base-uncased-CoLA |
linguistic acceptability |
single sentences |
binary (1=acceptable/ 0=unacceptable) |
https://paperswithcode.com/sota/linguistic-acceptability-on-cola |
https://huggingface.co/textattack/distilbert-base-uncased-CoLA |
roberta-base-CoLA |
linguistic acceptability |
single sentences |
binary (1=acceptable/ 0=unacceptable) |
https://paperswithcode.com/sota/linguistic-acceptability-on-cola |
https://huggingface.co/textattack/roberta-base-CoLA |
xlnet-base-cased-CoLA |
linguistic acceptability |
single sentences |
binary (1=acceptable/ 0=unacceptable) |
https://paperswithcode.com/sota/linguistic-acceptability-on-cola |
https://huggingface.co/textattack/xlnet-base-cased-CoLA |
albert-base-v2-RTE |
natural language inference |
sentence pairs (1 premise and 1 hypothesis) |
binary(0=entailed/1=not entailed) |
https://paperswithcode.com/sota/natural-language-inference-on-rte |
https://huggingface.co/textattack/albert-base-v2-RTE |
albert-base-v2-snli |
natural language inference |
sentence pairs |
accuracy (0=entailment, 1=neutral,2=contradiction) |
none yet |
https://huggingface.co/textattack/albert-base-v2-snli |
albert-base-v2-WNLI |
natural language inference |
sentence pairs |
binary |
https://paperswithcode.com/sota/natural-language-inference-on-wnli |
https://huggingface.co/textattack/albert-base-v2-WNLI |
bert-base-uncased-MNLI |
natural language inference |
sentence pairs (1 premise and 1 hypothesis) |
accuracy (0=entailment, 1=neutral,2=contradiction) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-MNLI |
bert-base-uncased-QNLI |
natural language inference |
question/answer pairs |
binary (1=unanswerable/ 0=answerable) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-QNLI |
bert-base-uncased-RTE |
natural language inference |
sentence pairs (1 premise and 1 hypothesis) |
binary(0=entailed/1=not entailed) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-RTE |
bert-base-uncased-snli |
natural language inference |
sentence pairs |
accuracy (0=entailment, 1=neutral,2=contradiction) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-snli |
bert-base-uncased-WNLI |
natural language inference |
sentence pairs |
binary |
none yet |
https://huggingface.co/textattack/bert-base-uncased-WNLI |
distilbert-base-cased-snli |
natural language inference |
sentence pairs |
accuracy (0=entailment, 1=neutral,2=contradiction) |
none yet |
https://huggingface.co/textattack/distilbert-base-cased-snli |
distilbert-base-uncased-MNLI |
natural language inference |
sentence pairs (1 premise and 1 hypothesis) |
accuracy (0=entailment,1=neutral, 2=contradiction) |
none yet |
https://huggingface.co/textattack/distilbert-base-uncased-MNLI |
distilbert-base-uncased-RTE |
natural language inference |
sentence pairs (1 premise and 1 hypothesis) |
binary(0=entailed/1=not entailed) |
https://paperswithcode.com/sota/natural-language-inference-on-rte |
https://huggingface.co/textattack/distilbert-base-uncased-RTE |
distilbert-base-uncased-WNLI |
natural language inference |
sentence pairs |
binary |
https://paperswithcode.com/sota/natural-language-inference-on-wnli |
https://huggingface.co/textattack/distilbert-base-uncased-WNLI |
roberta-base-QNLI |
natural language inference |
question/answer pairs |
binary (1=unanswerable/ 0=answerable) |
https://paperswithcode.com/sota/natural-language-inference-on-qnli |
https://huggingface.co/textattack/roberta-base-QNLI |
roberta-base-RTE |
natural language inference |
sentence pairs (1 premise and 1 hypothesis) |
binary(0=entailed/1=not entailed) |
https://paperswithcode.com/sota/natural-language-inference-on-rte |
https://huggingface.co/textattack/roberta-base-RTE |
roberta-base-WNLI |
natural language inference |
sentence pairs |
binary |
https://paperswithcode.com/sota/natural-language-inference-on-wnli |
https://huggingface.co/textattack/roberta-base-WNLI |
xlnet-base-cased-RTE |
natural language inference |
sentence pairs (1 premise and 1 hypothesis) |
binary(0=entailed/1=not entailed) |
https://paperswithcode.com/sota/ natural-language-inference-on-rte |
https://huggingface.co/textattack/xlnet-base-cased-RTE |
xlnet-base-cased-WNLI |
natural language inference |
sentence pairs |
binary |
none yet |
https://huggingface.co/textattack/xlnet-base-cased-WNLI |
albert-base-v2-QQP |
paraphase similarity |
question pairs |
binary (1=similar/0=not similar) |
https://paperswithcode.com/sota/question-answering-on-quora-question-pairs |
https://huggingface.co/textattack/albert-base-v2-QQP |
bert-base-uncased-QQP |
paraphase similarity |
question pairs |
binary (1=similar/0=not similar) |
https://paperswithcode.com/sota/question-answering-on-quora-question-pairs |
https://huggingface.co/textattack/bert-base-uncased-QQP |
distilbert-base-uncased-QNLI |
question answering/natural language inference |
question/answer pairs |
binary (1=unanswerable/ 0=answerable) |
https://paperswithcode.com/sota/natural-language-inference-on-qnli |
https://huggingface.co/textattack/distilbert-base-uncased-QNLI |
distilbert-base-cased-QQP |
question answering/paraphase similarity |
question pairs |
binary (1=similar/ 0=not similar) |
https://paperswithcode.com/sota/question-answering-on-quora-question-pairs |
https://huggingface.co/textattack/distilbert-base-cased-QQP |
albert-base-v2-STS-B |
semantic textual similarity |
sentence pairs |
similarity (0.0 to 5.0) |
https://paperswithcode.com/sota/semantic-textual-similarity-on-sts-benchmark |
https://huggingface.co/textattack/albert-base-v2-STS-B |
bert-base-uncased-MRPC |
semantic textual similarity |
sentence pairs |
binary (1=similar/0=not similar) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-MRPC |
bert-base-uncased-STS-B |
semantic textual similarity |
sentence pairs |
similarity (0.0 to 5.0) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-STS-B |
distilbert-base-cased-MRPC |
semantic textual similarity |
sentence pairs |
binary (1=similar/0=not similar) |
https://paperswithcode.com/sota/semantic-textual-similarity-on-mrpc |
https://huggingface.co/textattack/distilbert-base-cased-MRPC |
distilbert-base-cased-STS-B |
semantic textual similarity |
sentence pairs |
similarity (0.0 to 5.0) |
https://paperswithcode.com/sota/semantic-textual-similarity-on-sts-benchmark |
https://huggingface.co/textattack/distilbert-base-cased-STS-B |
distilbert-base-uncased-MRPC |
semantic textual similarity |
sentence pairs |
binary (1=similar/0=not similar) |
https://paperswithcode.com/sota/semantic-textual-similarity-on-mrpc |
https://huggingface.co/textattack/distilbert-base-uncased-MRPC |
roberta-base-MRPC |
semantic textual similarity |
sentence pairs |
binary (1=similar/0=not similar) |
https://paperswithcode.com/sota/semantic-textual-similarity-on-mrpc |
https://huggingface.co/textattack/roberta-base-MRPC |
roberta-base-STS-B |
semantic textual similarity |
sentence pairs |
similarity (0.0 to 5.0) |
https://paperswithcode.com/sota/semantic-textual-similarity-on-sts-benchmark |
https://huggingface.co/textattack/roberta-base-STS-B |
xlnet-base-cased-MRPC |
semantic textual similarity |
sentence pairs |
binary (1=similar/0=not similar) |
https://paperswithcode.com/sota/semantic-textual-similarity-on-mrpc |
https://huggingface.co/textattack/xlnet-base-cased-MRPC |
xlnet-base-cased-STS-B |
semantic textual similarity |
sentence pairs |
similarity (0.0 to 5.0) |
https://paperswithcode.com/sota/semantic-textual-similarity-on-sts-benchmark |
https://huggingface.co/textattack/xlnet-base-cased-STS-B |
albert-base-v2-imdb |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/albert-base-v2-imdb |
albert-base-v2-rotten-tomatoes |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/albert-base-v2-rotten-tomatoes |
albert-base-v2-SST-2 |
sentiment analysis |
phrases |
accuracy (0.0000 to 1.0000) |
https://paperswithcode.com/sota/sentiment-analysis-on-sst-2-binary |
https://huggingface.co/textattack/albert-base-v2-SST-2 |
albert-base-v2-yelp-polarity |
sentiment analysis |
yelp reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/albert-base-v2-yelp-polarity |
bert-base-uncased-imdb |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-imdb |
bert-base-uncased-rotten-tomatoes |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/bert-base-uncased-rotten-tomatoes |
bert-base-uncased-SST-2 |
sentiment analysis |
phrases |
accuracy (0.0000 to 1.0000) |
https://paperswithcode.com/sota/sentiment-analysis-on-sst-2-binary |
https://huggingface.co/textattack/bert-base-uncased-SST-2 |
bert-base-uncased-yelp-polarity |
sentiment analysis |
yelp reviews |
binary (1=good/0=bad) |
https://paperswithcode.com/sota/sentiment-analysis-on-yelp-binary |
https://huggingface.co/textattack/bert-base-uncased-yelp-polarity |
cnn-imdb |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
https://paperswithcode.com/sota/sentiment-analysis-on-imdb |
none |
cnn-mr |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
none |
cnn-sst2 |
sentiment analysis |
phrases |
accuracy (0.0000 to 1.0000) |
https://paperswithcode.com/sota/sentiment-analysis-on-sst-2-binary |
none |
cnn-yelp |
sentiment analysis |
yelp reviews |
binary (1=good/0=bad) |
https://paperswithcode.com/sota/sentiment-analysis-on-yelp-binary |
none |
distilbert-base-cased-SST-2 |
sentiment analysis |
phrases |
accuracy (0.0000 to 1.0000) |
https://paperswithcode.com/sota/sentiment-analysis-on-sst-2-binary |
https://huggingface.co/textattack/distilbert-base-cased-SST-2 |
distilbert-base-uncased-imdb |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
https://paperswithcode.com/sota/sentiment-analysis-on-imdb |
https://huggingface.co/textattack/distilbert-base-uncased-imdb |
distilbert-base-uncased-rotten-tomatoes |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/distilbert-base-uncased-rotten-tomatoes |
lstm-imdb |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
https://paperswithcode.com/sota/sentiment-analysis-on-imdb |
none |
lstm-mr |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
none |
lstm-sst2 |
sentiment analysis |
phrases |
accuracy (0.0000 to 1.0000) |
none yet |
none |
lstm-yelp |
sentiment analysis |
yelp reviews |
binary (1=good/0=bad) |
none yet |
none |
roberta-base-imdb |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/roberta-base-imdb |
roberta-base-rotten-tomatoes |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/roberta-base-rotten-tomatoes |
roberta-base-SST-2 |
sentiment analysis |
phrases |
accuracy (0.0000 to 1.0000) |
https://paperswithcode.com/sota/sentiment-analysis-on-sst-2-binary |
https://huggingface.co/textattack/roberta-base-SST-2 |
xlnet-base-cased-imdb |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/xlnet-base-cased-imdb |
xlnet-base-cased-rotten-tomatoes |
sentiment analysis |
movie reviews |
binary (1=good/0=bad) |
none yet |
https://huggingface.co/textattack/xlnet-base-cased-rotten-tomatoes |
albert-base-v2-ag-news |
text classification |
news articles |
news category |
none yet |
https://huggingface.co/textattack/albert-base-v2-ag-news |
bert-base-uncased-ag-news |
text classification |
news articles |
news category |
none yet |
https://huggingface.co/textattack/bert-base-uncased-ag-news |
cnn-ag-news |
text classification |
news articles |
news category |
https://paperswithcode.com/sota/text-classification-on-ag-news |
none |
distilbert-base-uncased-ag-news |
text classification |
news articles |
news category |
none yet |
https://huggingface.co/textattack/distilbert-base-uncased-ag-news |
lstm-ag-news |
text classification |
news articles |
news category |
https://paperswithcode.com/sota/text-classification-on-ag-news |
none |
roberta-base-ag-news |
text classification |
news articles |
news category |
none yet |
https://huggingface.co/textattack/roberta-base-ag-news |