Spatial Proteomics Prediction on Pseudo-Visium SP Subject ZH1041 n=1 (test)
0.179MSENPF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NPFMethod Category=ours, Learnable Parameters=25.5M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.179 | 0.8746 | |
| Swin-TMethod Category=Image Feature, Learnable Parameters=27.6M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2455 | 0.833 | |
| Res50Method Category=Image Feature, Learnable Parameters=25.6M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2537 | 0.8171 | |
| STNetMethod Category=ST-based, Learnable Parameters=7.98M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2704 | 0.8104 | |
| ViT-BMethod Category=Image Feature, Learnable Parameters=85.8M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.4033 | 0.7043 | |
| KNNMethod Category=Interpolate, Evaluation Protocol=4-fold cross-validation2025.08 | 0.4878 | 0.668 | |
| istarMethod Category=ST-based, Learnable Parameters=0.4M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.6397 | 0.6301 | |
| NearestMethod Category=Interpolate, Evaluation Protocol=4-fold cross-validation2025.08 | 0.948 | 0.514 |