Stimulus Classification on volumetric brain sample (4, 125µm) (test)
75.138-Class AccuracySSN
Evaluation Results
| Method | Links | |
|---|---|---|
| SSNActive parameters count=103,184, Relative active parameter percentage=100%2025.05 | 75.13 | |
| R-SSNActive parameters count=18,084, Relative active parameter percentage=18%2025.05 | 57.32 | |
| DirGNN-256Active parameters count=137,232, Relative active parameter percentage=133%2025.05 | 50.89 | |
| MPSNN-64Active parameters count=90,768, Relative active parameter percentage=88%2025.05 | 46.85 | |
| MPSNNActive parameters count=23,888, Relative active parameter percentage=23%2025.05 | 43.33 | |
| TopoFeat+SVMActive parameters count=312, Relative active parameter percentage=0.3%2025.05 | 42.14 | |
| DirGNNActive parameters count=9,744, Relative active parameter percentage=9%2025.05 | 36.71 | |
| DSActive parameters count=1,680, Relative active parameter percentage=2%2025.05 | 26.63 | |
| GNNActive parameters count=5,392, Relative active parameter percentage=5%2025.05 | 26 | |
| DS-256Active parameters count=70,672, Relative active parameter percentage=68%2025.05 | 25.21 | |
| GNN-256Active parameters count=70,672, Relative active parameter percentage=68%2025.05 | 24.7 |