fMRI-to-text decoding on LeBel’s dataset Sub-3
33.22BLEU-1PREDFT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PREDFTEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds, SideNet=Enabled2024.05 | 33.22 | 12.91 | 4.29 | 1.76 | 23.22 | 44.31 | 30.24 | 82.11 | |
| PREDFT w/o SideNetEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds, SideNet=Disabled2024.05 | 26.89 | 10.11 | 3.84 | 1.78 | 15.72 | 55.13 | 24.31 | 81.48 | |
| MapGuideEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 26.41 | 9.97 | 3.71 | 1.25 | 25.33 | 23.91 | 24.53 | 82.84 | |
| BrainLLMEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 24.9 | 10.15 | 4.76 | 1.75 | 24.15 | 19.49 | 21.34 | 83.82 | |
| Tang’sEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 23.08 | 6.83 | 2.41 | 0.82 | 21.66 | 20.07 | 20.66 | 81.5 |