List your company
ResearchFormerly WizWand

Ranking Preservation on NLP (Natural Language Processing) domain pool k=2 to 20

27.11AUC (MAE)D-optimality
20.807622.443824.0825.7162Jun 26, 2026
Updated 4mo ago

Evaluation results

MethodLinks
D-optimalitySelection Strategy=D-optimality, Dataset Representation=Simple Features, Subset Size Range=k=2-202026.0627.1116.5117.87—4.86
RandomSelection Strategy=Random, Subset Size Range=k=2-202026.0626.516.7517.8—11.51
A-optimalitySelection Strategy=A-optimality, Dataset Representation=Simple Features, Subset Size Range=k=2-202026.0626.2716.6117.86—5.47
Cosine Farthest-FirstSelection Strategy=Cosine Farthest-First, Dataset Representation=BERT-features, Subset Size Range=k=2-202026.0622.4117.217.89—7.88
Euclidean Farthest-FirstSelection Strategy=Euclidean Farthest-First, Dataset Representation=BERT-features, Subset Size Range=k=2-202026.0621.4917.1717.89—8.6
K-MeansSelection Strategy=K-Means, Dataset Representation=BERT-features, Subset Size Range=k=2-202026.0621.0516.9317.91—12.38