Stimulus Classification on (8, 175µm) volumetric brain sample (test)
78.328-Class Stimulus Classification AccuracySSN
Evaluation Results
| Method | Links | |
|---|---|---|
| SSNActive parameters count=103,184, Relative active parameter percentage=100%2025.05 | 78.32 | |
| R-SSNActive parameters count=18,084, Relative active parameter percentage=18%2025.05 | 70.66 | |
| MPSNN-64Active parameters count=90,768, Relative active parameter percentage=88%2025.05 | 64.02 | |
| DirGNN-256Active parameters count=137,232, Relative active parameter percentage=133%2025.05 | 63.52 | |
| DirGNNActive parameters count=9,744, Relative active parameter percentage=9%2025.05 | 53.72 | |
| MPSNNActive parameters count=23,888, Relative active parameter percentage=23%2025.05 | 53.12 | |
| TopoFeat+SVMActive parameters count=312, Relative active parameter percentage=0.3%2025.05 | 45.32 | |
| GNNActive parameters count=5,392, Relative active parameter percentage=5%2025.05 | 34.02 | |
| GNN-256Active parameters count=70,672, Relative active parameter percentage=68%2025.05 | 33.47 | |
| DSActive parameters count=1,680, Relative active parameter percentage=2%2025.05 | 27.31 | |
| DS-256Active parameters count=70,672, Relative active parameter percentage=68%2025.05 | 25.12 |