SHD
Benchmarks
TaskDatasetSOTA resultTrendResults
SHD (test)
96.41Accuracy
93
SHD (test)
92.79Accuracy
47
SHD (test)
91.72Accuracy
41
SHD
96.3Accuracy
36
SHD
92.45Accuracy
16
SHD (test)
95.9Accuracy
15
SHD bS=1, bT=10 (test)
17.3Accuracy
10
SHD bS=1, bT=4 (test)
38.4Accuracy
10
SHD bS=1, bT=3 (test)
0.55Accuracy
10
SHD (bS=1, bT=2) (test)
80.1Accuracy
10
SHD targets (test)
85.09AUROC
6
SHD 700 channels (full)
38.93Epoch Training Time (s)
6
SHD (val 20% of train set)
93.79Accuracy
6
SHD (test)
92.3Accuracy
6
SHD (test)
92.81Accuracy
5
SHD 20% hold-out (val)
94.38Accuracy
4
SHD
88.9Accuracy
3
SHD 700-200-20 (test)
75.44Ref. Accuracy
2
SHD
51.24Accuracy
2