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Benchmarks
Query-by-Example Retrieval on AudioSet (evaluation)
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79
mAP
Explicit Label Triplet (topline)
40.832
50.741
60.65
70.559
Nov 6, 2017
mAP
Recovery Rate
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP
Recovery Rate
Explicit Label Triplet (topline)
Backbone=ResNet-50, Em...
2017.11
79
100
Joint Unsupervised Triplet
Backbone=ResNet-50, Em...
2017.11
57.5
41
Temporal Proximity (Δt=10s)
Backbone=ResNet-50, Em...
2017.11
56.2
38
T/F Translation (S = 10)
Backbone=ResNet-50, Em...
2017.11
50.8
23
Mixed Example (α=0.25)
Backbone=ResNet-50, Em...
2017.11
48.9
18
Gaussian Noise (σ=0.5)
Backbone=ResNet-50, Em...
2017.11
47.8
15
Log Mel Spectrogram (baseline)
Embedding Dimension=6144
2017.11
42.3
0
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