Image-to-Image Generation on Pathological T2I/I2I Merged (test)
4.25Recall@10UniPath
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| UniPathUnif. Model=true, Fine-tuned=false, Text-Image Alignment Backbone=MUSK2025.12 | 4.25 | 13.72 | 6.38 | 6.07 | |
| Show-o2Unif. Model=true, Fine-tuned=true, Text-Image Alignment Backbone=MUSK2025.12 | 2.71 | 9.74 | 3.22 | 3.11 | |
| UniMedVLUnif. Model=true, Fine-tuned=false, Text-Image Alignment Backbone=MUSK2025.12 | 2.23 | 7.18 | 2.59 | 2.74 | |
| BLIP3oUnif. Model=true, Fine-tuned=true, Text-Image Alignment Backbone=MUSK2025.12 | 1.5 | 5.8 | 1.93 | 2.26 | |
| SD1.5Unif. Model=false, Fine-tuned=true, Text-Image Alignment Backbone=MUSK2025.12 | 0.6 | 1.94 | 0.8 | 0.91 | |
| Pixart-αUnif. Model=false, Fine-tuned=true, Text-Image Alignment Backbone=MUSK2025.12 | 0.6 | 2.65 | 0.72 | 0.93 | |
| SDXLUnif. Model=false, Fine-tuned=true, Text-Image Alignment Backbone=MUSK2025.12 | 0.22 | 0.8 | 0.38 | 0.49 | |
| PathLDMUnif. Model=false, Fine-tuned=false, Text-Image Alignment Backbone=MUSK2025.12 | 0.17 | 0.7 | 0.25 | 0.36 |