BCI
Benchmarks
TaskDatasetSOTA resultTrendResults
BCI
91.3Accuracy
28
BCI IV-2a
65.09Accuracy
25
BCI
21.43PSNR (dB)
19
BCI-2b 2 classes
73.26Accuracy
13
BCI-2a EEG-4 Cross-subject
46.68Accuracy
13
BCI All
0.47SSIM
13
BCI IV-2b
73.76Accuracy
13
BCI IV-2a 9 subj.
80.3Balanced Accuracy
12
BCI Class 3+
36.87SSIM
10
BCI Class 2+
0.384SSIM
10
BCI Class 1+
40.68SSIM
10
BCI Class 0
45.07SSIM
10
BCI HER2 challenge (test)
0.503SSIM
10
BCI (test)
54.39F1 Score
9
BCI (test)
94.14Delta Accuracy (1.25)
9
BCI 2b Competition IV (test)
79.02Accuracy
8
BCI
56Accuracy
8
BCI HER2 (test)
0.001DAB-r
7
BCI HER2
36.363FID
7
BCI HER2 (test)
36.363FID
7
BCI
76.6Accuracy
7
BCI-IV-2a
42.4CFR
7
BCI IV-2a Real non-synthetic (evaluation)
64.3Accuracy
6
BCI 2A (held-out subject)
50.4Accuracy
6
BCI (test)
95.6Accuracy
6