ResearchBenchmarksBrain Captioning on NSD Average (test)Brain Captioning on NSD Average (test)Follow53.96BLEU-1NeurIPS49.144850.394951.64552.8951May 24, 2026Evaluation resultsMethodMethodLinksBLEU-1BLEU-2BLEU-3BLEU-4METEORROUGECIDErSPICECLIP Similarity (CLIP-S)Reference CLIP Similarity (RefCLIP-S)NeurIPS2026.0553.9635.5523.2615.318.7339.5453.7212.0564.2470.56SIM2026.0550.0831.7420.0312.7716.6336.741.149.8460.4967.13Yu et al.2026.0549.3331.0519.312.1716.2736.1439.899.8459.1665.55