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Benchmarks
Affective Caption Generation on MindCaptioning (MC) n=6 subjects, 72 clips (test)
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0.615
CK34 Cosine Diversity
EmoMind
0.16156
0.27928
0.397
0.51472
May 16, 2026
CK34 Cosine Diversity
Lexical Unigram Diversity
Character Edit Diversity
Spearman Rho (Group)
Own Leakage
Target R Effect
Per-clip CK34 Cosine
Semantic ID (Rewriter Output)
Updated 15d ago
Evaluation Results
Method
Method
Links
CK34 Cosine Diversity
Lexical Unigram Diversity
Character Edit Diversity
Spearman Rho (Group)
Own Leakage
Target R Effect
Per-clip CK34 Cosine
Semantic ID (Rewriter Output)
EmoMind
Input=brain-decoded 34...
2026.05
0.615
0.809
0.645
0.635
2.8
0.427
0.345
0.791
GPT-4 (OWN)
Input=unmodified neutr...
2026.05
0.179
0.07
0.058
0.435
8.3
0.198
0.24
0.998
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