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ResearchFormerly WizWand

SentEval

Benchmarks

TaskDatasetSOTA resultTrendResults

Sentence Classification Transfer Tasks

SentEval transfer tasks

0.921Average Accuracy

99

Sentence Classification

SentEval Transfer Tasks (test)

90.53MR

73

Transfer Learning

SentEval Transfer Learning Tasks (test)

90.9MR

52

Sentence Embedding Evaluation

SentEval

89.44Average Score (Avg)

44

Sentence Representation Evaluation

SentEval (test)

86.03MR Accuracy

28

Transfer Learning

SentEval Transfer tasks (test)

91.88MR

23

Linear-probe classification

SentEval

92.4MR Accuracy

13

Linguistic Probing

SentEval

69.5BShift

9

Single Sentence Classification

SentEval

86.38Accuracy

4