fMRI-to-text decoding on LeBel’s dataset Sub-1
34.95BLEU-1PREDFT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PREDFTEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds, SideNet=Enabled2024.05 | 34.95 | 14.53 | 5.62 | 1.78 | 23.79 | 49.95 | 32.03 | 82.92 | |
| PREDFT w/o SideNetEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds, SideNet=Disabled2024.05 | 27.91 | 10.26 | 3.5 | 1.29 | 18.59 | 49 | 26.82 | 81.35 | |
| MapGuideEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 27.11 | 10.02 | 3.78 | 1.54 | 25.17 | 24.64 | 24.83 | 82.66 | |
| BrainLLMEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 24.18 | 8.36 | 3.06 | 1.11 | 24.17 | 19.31 | 21.16 | 83.26 | |
| Tang’sEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 22.25 | 6.03 | 0.83 | 0 | 20.16 | 19.12 | 19.44 | 80.84 |