List your company

ResearchFormerly WizWand

Rotten Tomatoes

Benchmarks

TaskDatasetSOTA resultTrendResults

Text reconstruction from gradients

Rotten Tomatoes

100ROUGE-1

68

Text Reconstruction Attack

Rotten Tomatoes

0.1Total Runtime (h)

36

Sentiment Analysis

Rotten Tomatoes (RT)

93.42Macro-F1

30

Opinion Summarization

Rotten Tomatoes (full dataset)

7.21Coverage

19

Feature Attribution

Rotten Tomatoes fine-tuned

-0.121LO

18

Rotten Tomatoes (5-fold cross-val)

63.52HR@10

13

Feature Attribution

Rotten Tomatoes

0INFD

13

Sentiment Classification

Rotten Tomatoes (test)

16.6Test Error Rate

8

Text Classification

Rotten Tomatoes

75Accuracy

6

Sentiment Classification

Rotten Tomatoes MR

0.799AUC

1

Kernel explanation

Rotten Tomatoes (RT) (held-out)

6.21Runtime (s/instance)

1