THINGS-EEG
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Things-EEG2 (Sub5)
47.5Top-1 Accuracy
5
Things-EEG Sub4 2
56.7Top-1 Accuracy
5
Things-EEG2 Sub3
53.3Top-1 Accuracy
5
Things-EEG2 Sub2
52.3Top-1 Accuracy
5
Things-EEG2 Sub1
56.5Top-1 Accuracy
5
THINGS-EEG Sub10
20.5Top-1 Accuracy (zero-shot)
5
THINGS-EEG Sub09
15.5Top-1 Accuracy (Zero-Shot)
5
THINGS-EEG Sub08
15Top-1 Accuracy (zero-shot)
5
THINGS-EEG Sub07
16.1Top-1 Accuracy
5
THINGS-EEG Sub06
14Top-1 Accuracy (zero-shot)
5
THINGS-EEG Sub05
10Top-1 Accuracy (zero-shot)
5
THINGS-EEG Sub04
14.7Top-1 Accuracy
5
THINGS-EEG Sub03
11.9Top-1 Accuracy
5
THINGS-EEG Sub02
16.5Top-1 Accuracy (Zero-shot)
5
THINGS-EEG Sub01
13Top-1 Accuracy
5
THINGS-EEG2 Sub6 cross-subject
13.8Top-1 Accuracy
4
THINGS-EEG2 Sub5 cross-subject
11.5Top-1 Accuracy
4
THINGS-EEG2 Sub4 cross-subject
15Top-1 Accuracy
4
THINGS-EEG2 Sub3 cross-subject
14.5Top-1 Accuracy
4
THINGS-EEG2 Sub1 cross-subject
16.3Top-1 Accuracy
4
THINGS-EEG (Subject-08)
0.188Pixel Correlation
4
THINGS-EEG2 (Within-subject)
0.109MSE
4
THINGS-EEG2 (Subject-01)
0.15PixCorr
4
Things-EEG
16.3Pixel Correlation (PixCorr)
3
THINGS-EEG2 (Cross-subject)
0.174MSE
1