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ResearchFormerly WizWand

MR

Benchmarks

TaskDatasetSOTA resultTrendResults

Adversarial Attack

MR (test)

66Computation Time (s)

9

Graph Similarity Ranking (MCCS)

MR 20% MCCS ground truth (test)

0.925PairRank

9

Graph Similarity Ranking (MCES)

MR MCES ground truth (test)

0.937PairRank

9

Sentence Classification

MR full (test)

92.5Accuracy

9

Sentiment Analysis

MR

1.3Clean Accuracy Change

6

Sentiment Analysis

MR adversarial (test)

82.1Accuracy

6

MR subsampling (accelerating)

MR (pediatric)

30.54PSNR

5

MR

0.62Time (ms)

4

Sentence Classification

MR (Movie Review) (10-fold cross-validation)

79.5Accuracy

4

Sentiment and topic classification

MR

93.1Macro F1

3

Sentiment and topic classification

MR (test)

82.5Macro F1

3

Sentiment Analysis

MR full latest (train)

91.9Accuracy

3