ResearchBenchmarksEEG-to-Image Retrieval on THINGS-EEG2 (in-subject)EEG-to-Image Retrieval on THINGS-EEG2 (in-subject)Follow94.7Top-1 Accuracy (2-way)ATM-S77.74882.14986.5590.951Feb 11, 2026Evaluation resultsMethodMethodLinksTop-1 Accuracy (2-way)Top-1 Accuracy (4-way)Top-1 Accuracy (10-way)Top-1 Accuracy (200-way)Top-5 Accuracy (200-way)ATM-S2026.0294.786.737426.8557.21NICE2026.0293.2383.9369.2221.6751.34CogCap2026.0293.1582.8569.3522.0551.6MindEyeV22026.0292.582.866.123.850.25EEGNetV42026.0291.4280.2163.3716.8442.58MB2C2026.0278.462.2543.758.8525.2