Visual Concept Discovery on NSD Measured and Predicted fMRI (test)
21.5Interpretable Hypotheses (> 0.5)SAE+ICA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SAE+ICAAggregation strategy=Multiple (Cross-method)2025.12 | 21.5 | 5.9 | |
| ICAAggregation strategy=Multiple2025.12 | 18.3 | 5.4 | |
| ICAAggregation strategy=Single2025.12 | 18.1 | 4.2 | |
| SAEAggregation strategy=Multiple2025.12 | 17.4 | 3.8 | |
| SAEAggregation strategy=Single2025.12 | 15.7 | 3.3 | |
| PCAAggregation strategy=Single2025.12 | 7.4 | 1 | |
| Voxels2025.12 | 6.7 | 1.4 | |
| NMFAggregation strategy=Single2025.12 | 5.5 | 0.8 |