Text-to-Image Retrieval on MM-CelebA
27.93Recall@5Granular Ball Superpixel
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Granular Ball SuperpixelFine-tuned linear layer=true2026.03 | 27.93 | 37.56 | — | |
| FLIPFine-tuned linear layer=true2026.03 | 27.05 | 37.23 | — | |
| BLIPFine-tuned linear layer=true2026.03 | 23.83 | 33.38 | — | |
| Granular Ball SuperpixelZero-shot=true2026.03 | 23.43 | 31.68 | 9.46 | |
| FLIP*Zero-shot=true2026.03 | 23.3 | 31.58 | 9.2 | |
| FLIPZero-shot=true2026.03 | 21.5 | 28.86 | 8.85 | |
| CLIPFine-tuned linear layer=true2026.03 | 14.41 | 22.48 | — | |
| ALIGNFine-tuned linear layer=true2026.03 | 6.6 | 10.53 | — |