Label Synthesis on PanNuke
4.31FSDProposed Text-Conditioned Diffusion Model
Evaluation results
| Method | Links | |
|---|---|---|
| Proposed Text-Conditioned Diffusion ModelType of text conditions=Tissue type (Tis), Nucleus proportion (NP), Class types (C), Inference Time (sec)=17.852024.07 | 4.31 | |
| Proposed Text-Conditioned Diffusion ModelType of text conditions=Tissue type (Tis), Nucleus proportion (NP)2024.07 | 4.45 | |
| Proposed Text-Conditioned Diffusion ModelType of text conditions=Tissue type (Tis)2024.07 | 9.11 | |
| Proposed Text-Conditioned Diffusion ModelType of text conditions=Unconditional2024.07 | 41.28 | |
| Hoogeboom et al.Inference Time (sec)=28.732024.07 | 438.19 | |
| Yu et al.Inference Time (sec)=122.142024.07 | 1,130.74 |