Brain Captioning on NSD subj01 (test)
20.71METEOROmni
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| OmniRouting strategy=similarity merge2025.05 | 20.71 | 61.53 | 43.45 | 30.21 | 21.92 | 46.45 | 63.88 | — | 63.13 | 70.12 | |
| OmniRouting strategy=soft merge2025.05 | 20.6 | 61.46 | 43.37 | 30.07 | 21.04 | 46.15 | 63.68 | — | 62.72 | 69.72 | |
| OmniRouting strategy=hard select2025.05 | 19.67 | 60.69 | 42.59 | 29.9 | 21.33 | 45.66 | 59.55 | — | 60.31 | 67.75 | |
| NeurIPS2026.05 | 18.94 | 54.57 | 36.13 | 23.97 | 15.89 | 39.83 | 55.4 | 11.87 | 64.67 | 71 | |
| UMBRAE2025.05 | 18.41 | 57.63 | 38.02 | 25 | 16.76 | 42.15 | 51.93 | — | 66.44 | 72.12 | |
| UniBrain2025.05 | 16.9 | — | — | — | — | 22.2 | — | — | — | — | |
| BrainCap2025.05 | 16.68 | 55.96 | 36.21 | 22.7 | 14.51 | 40.69 | 41.3 | — | 64.31 | 69.9 | |
| SIM2026.05 | 16.66 | 50.08 | 31.78 | 20.06 | 12.66 | 36.83 | 41.01 | 9.85 | 60.71 | 67.26 | |
| MindLLM2025.05 | 16.62 | 58.05 | 37.95 | 24.4 | 16.14 | 42.03 | 43.04 | — | — | — | |
| Yu et al.2026.05 | 16.34 | 49.66 | 31.58 | 19.57 | 12.23 | 36.02 | 40.07 | 9.83 | 59.35 | 65.67 | |
| BrainChat2025.05 | 14.3 | 52.3 | 29.2 | 17.1 | 10.7 | 45.7 | 26.1 | — | — | — | |
| OneLLM2025.05 | 13.55 | 47.04 | 26.97 | 15.49 | 9.51 | 35.05 | 22.99 | — | 54.8 | 61.28 | |
| linear2025.05 | 12.72 | 46.21 | 25.45 | 13.88 | 8.62 | 32.45 | 21.12 | — | 58.45 | 63.82 | |
| SDRecon2025.05 | 10.03 | 36.21 | 17.11 | 7.22 | 3.43 | 25.13 | 13.83 | — | 61.07 | 66.36 | |
| mismatched2025.05 | 9.18 | 34.21 | 15.62 | 6.45 | 2.89 | 23.68 | 12.05 | — | 59.72 | 65.15 |