Zero-shot Brain-to-Image Retrieval on THINGS-EEG Subject-independent
16.4Top-1 AccuracyCAIA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CAIAEvaluation Protocol=Inter-subject, Subject=Avg, Retrieval setup=200-way zero-shot retrieval2026.05 | 16.4 | 45.7 | |
| Neural-MCRLEvaluation Protocol=Inter-subject, Subject=Avg, Retrieval setup=200-way zero-shot retrieval2026.05 | 14 | 34.3 | |
| CogCapEvaluation Protocol=Inter-subject, Subject=Avg, Retrieval setup=200-way zero-shot retrieval2026.05 | 13 | 34.4 | |
| UBPEvaluation Protocol=Inter-subject, Subject=Avg, Retrieval setup=200-way zero-shot retrieval2026.05 | 12.4 | 33.4 | |
| ATMEvaluation Protocol=Inter-subject, Subject=Avg, Retrieval setup=200-way zero-shot retrieval2026.05 | 11.9 | 33.8 | |
| MB2CEvaluation Protocol=Inter-subject, Subject=Avg, Retrieval setup=200-way zero-shot retrieval2026.05 | 11.9 | 32 | |
| NICEEvaluation Protocol=Inter-subject, Subject=Avg, Retrieval setup=200-way zero-shot retrieval2026.05 | 6.2 | 21.4 | |
| BraVLEvaluation Protocol=Inter-subject, Subject=Avg, Retrieval setup=200-way zero-shot retrieval2026.05 | 1.8 | 7 |