Spatial Proteomics Prediction on Pseudo-Visium SP Subject ZH916 n=3 (test)
0.1628MSENPF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NPFMethod Category=ours, Learnable Parameters=25.5M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.1628 | 0.9042 | |
| Res50Method Category=Image Feature, Learnable Parameters=25.6M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2169 | 0.8782 | |
| Swin-TMethod Category=Image Feature, Learnable Parameters=27.6M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2392 | 0.8707 | |
| STNetMethod Category=ST-based, Learnable Parameters=7.98M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2546 | 0.8508 | |
| istarMethod Category=ST-based, Learnable Parameters=0.4M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.3972 | 0.7632 | |
| KNNMethod Category=Interpolate, Evaluation Protocol=4-fold cross-validation2025.08 | 0.4005 | 0.7621 | |
| ViT-BMethod Category=Image Feature, Learnable Parameters=85.8M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.5095 | 0.7139 | |
| NearestMethod Category=Interpolate, Evaluation Protocol=4-fold cross-validation2025.08 | 0.6707 | 0.6669 |