Font-to-Impression Retrieval on MyFonts (test)
34.1nDCG@100 (Recall)Cross-AE+
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Cross-AE+2026.04 | 34.1 | 40.4 | 42.6 | |
| Impression-CLIP+2026.04 | 31.5 | 36.9 | 40 | |
| Hyperbolic Co-Embedding FrameworkL_cont_I~->F=true, L_ent_I->F=true, L_ent_I~->I=true2026.04 | 30.6 | 40.7 | 40.8 | |
| Hyperbolic Co-Embedding FrameworkL_cont_I~->F=false, L_ent_I->F=false, L_ent_I~->I=false2026.04 | 30 | 35.3 | 38.7 | |
| Hyperbolic Co-Embedding FrameworkL_cont_I~->F=true, L_ent_I->F=true, L_ent_I~->I=false2026.04 | 29.1 | 41.2 | 40.5 | |
| Hyperbolic Co-Embedding FrameworkL_cont_I~->F=true, L_ent_I->F=false, L_ent_I~->I=false2026.04 | 28.7 | 39.4 | 40.5 |