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Benchmarks
Audio Query Sound Separation on VGGSOUND clean+
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7.93
Mean SDR
MARS-Sep
7.1188
7.3294
7.54
7.7506
Oct 12, 2025
Mean SDR
Mean SIR
Mean SAR
Mean SI-SDRi
Mean CLAPt
Updated 3mo ago
Evaluation Results
Method
Method
Links
Mean SDR
Mean SIR
Mean SAR
Mean SI-SDRi
Mean CLAPt
MARS-Sep
Query Modality=Compose...
2025.10
7.93
10.65
14.49
5.2
9.22
OmniSep
Query Modality=Compose...
2025.10
7.79
10.76
14.53
5.16
8.85
MARS-Sep
Query Modality=Audio
2025.10
7.33
11.63
12
4.36
8.91
OmniSep
Query Modality=Audio
2025.10
7.15
11.65
11.84
4.35
8.6
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