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Benchmarks
EEG-to-Text Decoding on ZuCo (test)
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86.1
Retrieval Accuracy (2-WAY)
SEMKEY(OURS)
74.348
77.399
80.45
83.501
Feb 9, 2026
Retrieval Accuracy (2-WAY)
Retrieval Accuracy (4-WAY)
Retrieval Accuracy (10-WAY)
Retrieval Accuracy (24-WAY)
Recall (C)
Distance-1 (Dist-1)
Distance-2 (Dist-2)
Entropy (H. Ent)
S-BLEU
FD
Updated 3mo ago
Evaluation Results
Method
Method
Links
Retrieval Accuracy (2-WAY)
Retrieval Accuracy (4-WAY)
Retrieval Accuracy (10-WAY)
Retrieval Accuracy (24-WAY)
Recall (C)
Distance-1 (Dist-1)
Distance-2 (Dist-2)
Entropy (H. Ent)
S-BLEU
FD
SEMKEY(OURS)
2026.02
86.1
62.8
36.7
19.5
2.6
5.3
22.6
6.21
52
0.26
GLIM
checkpoint=official pu...
2026.02
83.3
57.5
29.7
14.3
1.2
3
8.1
2.18
90.8
0.57
EEG-TO-TEXT*
setting=strict non-tea...
2026.02
74.8
43.6
19
8.1
2.1
0.1
0.1
0
100
1.65
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