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Benchmarks
Text-to-audio retrieval on iNatSounds 2024 (val)
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50.05
mAP@1000 (Amphi)
BioLingual with 256-bit Hashing
38.6204
41.5877
44.555
47.5223
Jan 30, 2026
mAP@1000 (Amphi)
mAP@1000 (Aves)
mAP@1000 (Insec)
mAP@1000 (Mamml)
mAP@1000 (Rept)
mAP@1000 (AVG)
Updated 4d ago
Evaluation Results
Method
Method
Links
mAP@1000 (Amphi)
mAP@1000 (Aves)
mAP@1000 (Insec)
mAP@1000 (Mamml)
mAP@1000 (Rept)
mAP@1000 (AVG)
BioLingual with 256-bit Hashing
Hashing Bits=256-bit,...
2026.01
50.05
58.21
50.3
59.28
94.64
52.08
BioLingual with 256-bit Hashing
Hashing Bits=256-bit,...
2026.01
48.49
55.87
49.9
46.92
90.51
48.61
BioLingual with 128-bit Hashing
Hashing Bits=128-bit,...
2026.01
46.51
55.65
44.21
54.11
96.29
49.46
BioLingual with 128-bit Hashing
Hashing Bits=128-bit,...
2026.01
44.13
52.98
39.45
42.63
88.35
44.59
BioLingual
Feature Representation...
2026.01
39.06
48.54
37.84
51.59
93.11
45.02
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