Brain Captioning on COCO (Subject 1)
47.97ROUGEBRAIN-IT VQA
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| BRAIN-IT VQA2026.05 | 47.97 | 68.11 | 49.3 | 35.08 | 24.81 | 24.82 | 68.3 | 16 | |
| Brain-language fusion2026.05 | 46 | 62.1 | 43.7 | 29.8 | 20.4 | — | 65.9 | — | |
| MindLLM2026.05 | 45.82 | 61.75 | 42.84 | 29.86 | 21.24 | 19.54 | 61 | — | |
| BrainChat2026.05 | 45.7 | 52.3 | 29.2 | 17.1 | 10.7 | 14.3 | 26.1 | — | |
| UMBRAE2026.05 | 43.71 | 59.44 | 40.48 | 27.66 | 19.03 | 19.45 | 61.1 | 12.79 | |
| UniBraincitation=[17]2026.05 | 43.48 | 59.08 | 39.64 | 26.36 | 17.68 | 17.49 | 48.2 | 9.38 | |
| BrainCap2026.05 | 40.69 | 55.96 | 36.21 | 22.7 | 14.51 | 16.68 | 41.3 | 9.06 | |
| OneLLM2026.05 | 35.05 | 47.04 | 26.97 | 15.49 | 9.51 | 13.55 | 23 | 6.26 | |
| SDRecon2026.05 | 25.13 | 36.21 | 17.11 | 7.22 | 3.43 | 10.03 | 13.8 | 5.02 | |
| UniBraincitation=[59]2026.05 | 22.2 | — | — | — | — | 16.9 | — | — |