Spatial Proteomics Prediction on Pseudo-Visium SP Subject ZH1007 n=2 (test)
0.1529MSENPF
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NPFMethod Category=ours, Learnable Parameters=25.5M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.1529 | 0.8923 | |
| Res50Method Category=Image Feature, Learnable Parameters=25.6M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2268 | 0.8467 | |
| Swin-TMethod Category=Image Feature, Learnable Parameters=27.6M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2379 | 0.8427 | |
| STNetMethod Category=ST-based, Learnable Parameters=7.98M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.2424 | 0.8352 | |
| istarMethod Category=ST-based, Learnable Parameters=0.4M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.3811 | 0.7431 | |
| KNNMethod Category=Interpolate, Evaluation Protocol=4-fold cross-validation2025.08 | 0.3852 | 0.7224 | |
| ViT-BMethod Category=Image Feature, Learnable Parameters=85.8M, Evaluation Protocol=4-fold cross-validation2025.08 | 0.4141 | 0.7064 | |
| NearestMethod Category=Interpolate, Evaluation Protocol=4-fold cross-validation2025.08 | 0.6455 | 0.6271 |