Stimulus Classification on volumetric brain sample (4, 325µm) (test)
87.16Accuracy (8-class)SSN
Evaluation Results
| Method | Links | |
|---|---|---|
| SSNActive parameters count=103,184, Relative active parameter percentage=100%2025.05 | 87.16 | |
| R-SSNActive parameters count=18,084, Relative active parameter percentage=18%2025.05 | 79.64 | |
| DirGNN-256Active parameters count=137,232, Relative active parameter percentage=133%2025.05 | 60.02 | |
| MPSNN-64Active parameters count=90,768, Relative active parameter percentage=88%2025.05 | 54.24 | |
| DirGNNActive parameters count=9,744, Relative active parameter percentage=9%2025.05 | 48.11 | |
| MPSNNActive parameters count=23,888, Relative active parameter percentage=23%2025.05 | 42.65 | |
| TopoFeat+SVMActive parameters count=312, Relative active parameter percentage=0.3%2025.05 | 35.91 | |
| GNN-256Active parameters count=70,672, Relative active parameter percentage=68%2025.05 | 23.02 | |
| GNNActive parameters count=5,392, Relative active parameter percentage=5%2025.05 | 21.56 | |
| DS-256Active parameters count=70,672, Relative active parameter percentage=68%2025.05 | 19.52 | |
| DSActive parameters count=1,680, Relative active parameter percentage=2%2025.05 | 19.47 |