ResearchBenchmarksfMRI-to-video reconstruction on cc Subject 1 2017Follow20.6Semantic Acc (Frame, 50-way)NEURONS11.2413.6716.118.53Nov 4, 2025Evaluation ResultsMethodMethodLinksSemantic Acc (Frame, 50-way)Semantic Acc (Frame, 2-way)SSIM (Frame)PSNR (Frame)Semantic Acc (Video, 50-way)Semantic Acc (Video, 2-way)CLIP PCC (Video)NEURONSSetting=Subject-specificSetting=Subject-specific2025.1120.6810.3739.59125.486.20.932VCFLOWSetting=Subject-agnosticSetting=Subject-agnostic2025.1114.278.60.38910.46918.984.80.944GLFASetting=Subject-adapti...Setting=Subject-adaptive pretraining2025.1111.677.70.172—19.384.7—