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Embedding Quality Evaluation on Chest x-ray (RSNA) (train)

0.843T5 ScoreP-UMAP-CE
0.8323920.8351460.83790.840654Jun 3, 2026

Evaluation results

MethodLinks
P-UMAP-CE2026.060.8430.8430.8429
P-UMAP-CEMSE2026.060.83970.8410.8411
UMAPns (negative sampling rate)=52026.060.83450.83320.8315
P-UMAP-MSE2026.060.83450.83380.8315
UMAPEvaluation Mode=Train+Test2026.060.83280.83240.8308