fMRI-to-text decoding on LeBel Sub-2
32.46BLEU-1PREDFT
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| PREDFTEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds, SideNet=Enabled2024.05 | 32.46 | 11.77 | 3.95 | 0.84 | 24.9 | 38.43 | 30.01 | 83.52 | |
| MapGuideEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 26.4 | 9.68 | 2.78 | 0.97 | 26.72 | 21.13 | 23.65 | 82.78 | |
| PREDFT w/o SideNetEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds, SideNet=Disabled2024.05 | 26.23 | 9.54 | 3.46 | 1.44 | 50.28 | 17.41 | 25.69 | 81.42 | |
| BrainLLMEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 23.69 | 8.06 | 2.37 | 0 | 23.63 | 19.29 | 21.02 | 83.4 | |
| Tang’sEvaluation Protocol=Within-subject, Number of continuous fMRI images sampled=10, Sampling duration=20 seconds2024.05 | 23.05 | 6.65 | 1.83 | 0 | 20.85 | 19.54 | 20.01 | 81.33 |