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Brain Question Answering on NSD (test)
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46.33
BLEU-1
UMBRAE
18.1876
25.4938
32.8
40.1062
May 28, 2026
BLEU-1
BLEU-2
BLEU-3
METEOR
ROUGE
CIDEr
SPICE
CLIP Score
RefCLIP Score
BERT Score
LLM-as-Judge Score
Updated 5d ago
Evaluation Results
Method
Method
Links
BLEU-1
BLEU-2
BLEU-3
METEOR
ROUGE
CIDEr
SPICE
CLIP Score
RefCLIP Score
BERT Score
LLM-as-Judge Score
UMBRAE
Trainable Parameters=1...
2026.05
46.33
31.42
23.56
41.93
42.12
156.81
33.7
69.57
75.22
91.33
25.48
Mind-Omni (BQA)
Trainable Parameters=4...
2026.05
23.18
15.83
11.86
50.13
52.91
223.98
43.28
70.65
76.72
81.96
24.37
OneLLM
Trainable Parameters=7...
2026.05
19.27
13.77
10.76
42.83
45.63
223.67
37.43
67.46
73.41
91.93
19.12
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