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Dataset Diversity Measurement on Image-based Incremental Class Subsets 10 classes

0.998Pearson CorrelationPLDiv
0.190960.400480.610.81952Feb 10, 2026

Evaluation results

MethodLinks
PLDivEmbedding Model=CLIP Model2026.020.998
PLDivEmbedding Model=Inception Model2026.020.998
MagAreaEmbedding Model=Inception Model2026.020.998
MagAreaEmbedding Model=CLIP Model2026.020.997
DCScoreEmbedding Model=Inception Model2026.020.984
DCScoreEmbedding Model=CLIP Model2026.020.901
Vendi ScoreEmbedding Model=CLIP Model2026.020.371
Vendi ScoreEmbedding Model=Inception Model2026.020.222