Brain Captioning on Huth fMRI (test)
17.35BLEU-1Ours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ourstext prompt=with2025.05 | 17.35 | 15.89 | 15.28 | 91.35 | |
| BrainLLMtext prompt=with2025.05 | 16.91 | 15.81 | 15.03 | 92.16 | |
| lineartext prompt=with2025.05 | 15.32 | 14.12 | 14.21 | 93.01 | |
| Tang et al. (2023)text prompt=with2025.05 | 14.95 | 13.39 | 13.26 | 93.34 | |
| mismatchedtext prompt=with2025.05 | 14.89 | 13.37 | 13.24 | 93.35 | |
| Ourstext prompt=without2025.05 | 14.72 | 11.79 | 11.31 | 95.03 | |
| BrainLLMtext prompt=without2025.05 | 13.56 | 11.6 | 10.99 | 95.41 | |
| Tang et al. (2023)text prompt=without2025.05 | 9.67 | 8.18 | 7.88 | 97 | |
| lineartext prompt=without2025.05 | 9.62 | 8.17 | 7.81 | 97.11 | |
| mismatchedtext prompt=without2025.05 | 9.6 | 8.17 | 7.79 | 97.03 |