Image-to-Text Retrieval on MM-CelebA
27.4Recall@5Granular Ball Superpixel
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Granular Ball SuperpixelFine-tuned linear layer=true2026.03 | 27.4 | 37.5 | — | |
| FLIPFine-tuned linear layer=true2026.03 | 26.1 | 35.75 | — | |
| Granular Ball SuperpixelZero-shot=true2026.03 | 22.43 | 30.31 | 9.01 | |
| FLIP*Zero-shot=true2026.03 | 21.75 | 29.18 | 8.41 | |
| BLIPFine-tuned linear layer=true2026.03 | 21.56 | 31.25 | — | |
| FLIPZero-shot=true2026.03 | 19.15 | 26.06 | 7.63 | |
| CLIPFine-tuned linear layer=true2026.03 | 13.63 | 21.06 | — | |
| ALIGNFine-tuned linear layer=true2026.03 | 8.1 | 12.61 | — |