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Benchmarks
200-way zero-shot classification on THINGS-EEG Average across 10 subjects
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13.2
Top-1 Accuracy
Neuroscience-inspired Staged Representation Learning
1.344
4.422
7.5
10.578
May 16, 2026
Top-1 Accuracy
Top-5 Accuracy
Updated 15d ago
Evaluation Results
Method
Method
Links
Top-1 Accuracy
Top-5 Accuracy
Neuroscience-inspired Staged Representation Learning
setting=Subject-indepe...
2026.05
13.2
32.3
Shi et al. [20](MICCAI)
setting=Subject-indepe...
2026.05
12.4
30.3
Wu et al. [25] (CVPR)
setting=Subject-indepe...
2026.05
12.4
33.4
Li et al. [16] (NeurIPS)
setting=Subject-indepe...
2026.05
11.8
33.7
Song et al. [21] (ICLR)
setting=Subject-indepe...
2026.05
6.2
21.4
Du et al. [5] (TPAMI)
setting=Subject-indepe...
2026.05
1.8
7
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