Universal Class Cross-Domain Retrieval on Sketchy
74.07mAP@200MAIL++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MAIL++shots=2-shot2026.05 | 74.07 | 70.15 | |
| MAILshots=2-shot2026.05 | 73.46 | 69.73 | |
| MaPLeshots=2-shot2026.05 | 71.86 | 68.14 | |
| ProS*shots=2-shot2026.05 | 69.91 | 65.45 | |
| BitFitshots=2-shot2026.05 | 67.71 | 64.01 | |
| VPT-Dshots=2-shot2026.05 | 65.19 | 61.16 | |
| MMAshots=2-shot2026.05 | 61.59 | 57.14 | |
| IVLPshots=2-shot2026.05 | 60.27 | 55.75 | |
| AFormershots=2-shot2026.05 | 56.87 | 52.31 | |
| IVLAshots=2-shot2026.05 | 56.77 | 52.71 | |
| CLIPshots=2-shot2026.05 | 35.82 | 33.08 |