fMRI-to-Video Reconstruction on cc Average across Subjects 2017
21Semantic Acc (Frame, 50-way)NEURONS
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| NEURONSSetting=Subject-specific2025.11 | 21 | 81.2 | 0.365 | 9.527 | 26.1 | 86.3 | 0.934 | |
| VCFLOWw/o Pretrain=true2025.11 | 14 | 77.9 | 0.396 | 10.478 | 18.2 | 84.5 | 0.94 | |
| VCFLOWSetting=Subject-agnostic2025.11 | 14 | 77.9 | 0.396 | 10.478 | 18.2 | 84.5 | 0.94 | |
| GLFAw/o Pretrain=false2025.11 | 11.6 | 77.5 | 0.173 | — | 18.2 | 84.1 | — | |
| GLFASetting=Subject-adaptive pretraining2025.11 | 11.6 | 77.5 | 0.173 | — | 18.2 | 84.1 | — | |
| fMRI-PTE-Vw/o Pretrain=false2025.11 | 11.1 | 76.6 | 0.147 | — | 17.8 | 84.1 | — | |
| NEURONS*w/o Pretrain=true2025.11 | 10.1 | 74.9 | 0.38 | 9.612 | 16.1 | 83.6 | 0.931 | |
| GLFA*w/o Pretrain=true2025.11 | 9.6 | 74.8 | 0.137 | — | 17 | 84 | — |