VGGSound
Benchmarks
TaskDatasetSOTA resultTrendResults
VGGSound Music
71.57Top-1 Accuracy
12
VGGSound AVEL 90K
70.4Segment-level Accuracy
11
VGGSound AVEL 90K
69.7Segment-level Accuracy
11
VGGSound AVEL 40K
72.5Segment-level Accuracy
11
VGGSound AVEL 40K
70.8Segment-level Accuracy
11
VGGSound AVEL 40K
57.1Precision
11
VGGSound (Unheard 110 categories)
48.4cIoU
11
VGGSound (Heard 110 categories)
54.85cIoU
11
VGGSound (test)
33.5Recall@1
11
VGGSound SS
615.28FVD
10
VGGSound (test)
1.17KL Divergence
10
VGGSound Clean (test)
15.84IS
10
VGGSound-Omni (test)
1.35KL Divergence
10
Multi-Caps VGGSound (test)
6.47FD (PANNs)
9
VGGSound large-scale (test)
54.98ACC
9
VGGSound
1.4KL Divergence
9
VGGSound-C (test)
10.6Error (Gaussian Noise)
9
VGGSound-C
54Accuracy (Gaussian Noise)
9
VGGSound
87.23Average Score
9
VGGSound Source
40.6cIoU
9
VGGSound Single 1.0 (test)
40.8IoU@0.5
9
VGGSound-Instruments 1.0 (test)
55.3IoU@0.3
9
VGGSound-Duet
26.2CIoU@0.3
9
VGGSound Instruments
77.5CIoU@0.1
9
VGGSound
61.9Accuracy
8