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Image-to-Text Retrieval on CelebA

50.12R@5Granular Ball Superpixel
5.264816.909928.55540.2001Mar 31, 2026

Evaluation results

MethodLinks
Granular Ball SuperpixelFine-tuned linear layer=true2026.0350.1262.36—
FLIPFine-tuned linear layer=true2026.0350.0462.04—
Granular Ball SuperpixelZero-shot=true2026.0345.5858.4223.08
FLIP*Zero-shot=true2026.0343.9657.7722.64
FLIPZero-shot=true2026.0343.957.6321.99
BLIPFine-tuned linear layer=true2026.0324.5634.09—
CLIPFine-tuned linear layer=true2026.0321.4230.3—
ALIGNFine-tuned linear layer=true2026.036.9911.09—