Spatial Proteomics Prediction on Pseudo-Visium SP Subject MGH258 n=1 (test)
0.1271MSENPF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NPFMethod Category=ours, Learnable Parameters=25.5M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.1271 | 0.8789 | |
| Swin-TMethod Category=Image Feature, Learnable Parameters=27.6M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.1544 | 0.8538 | |
| Res50Method Category=Image Feature, Learnable Parameters=25.6M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.1594 | 0.8434 | |
| STNetMethod Category=ST-based, Learnable Parameters=7.98M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.1651 | 0.8381 | |
| ViT-BMethod Category=Image Feature, Learnable Parameters=85.8M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.1955 | 0.8042 | |
| istarMethod Category=ST-based, Learnable Parameters=0.4M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.3196 | 0.7292 | |
| KNNMethod Category=Interpolate, Evaluation Protocol=4-fold cross-validation2025.08 | 0.3316 | 0.6924 | |
| NearestMethod Category=Interpolate, Evaluation Protocol=4-fold cross-validation2025.08 | 0.5212 | 0.6098 |