Brain-to-caption generation on Natural Scenes Dataset (NSD) COCO Caption GT (test)
63.2BLEU-1BrainJanus
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| BrainJanus2026.06 | 63.2 | 44.1 | 31.25 | 22.45 | 20.21 | 46.91 | 62.37 | 13.1 | 42.12 | 94.8 | |
| MindLLM2026.06 | 61.75 | 42.84 | 29.86 | 21.24 | 19.54 | 45.82 | 60.97 | 11.79 | 40.42 | 92.1 | |
| UMBRAE2026.06 | 59.44 | 40.48 | 27.66 | 19.03 | 19.45 | 43.71 | 61.06 | 12.79 | 40.67 | 92.5 | |
| MindEye22026.06 | 57.51 | 38.55 | 25.63 | 18.21 | 18.53 | 40.21 | 58.21 | 9.21 | 40.12 | 91.7 |