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Benchmarks
Audio-visual event classification on AudioSet 20K (test)
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42.4
mAP (Audio)
EquiAV
18.4592
24.6746
30.89
37.1054
Jun 23, 2026
mAP (Audio)
mAP (Visual)
mAP (Audio-Visual)
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP (Audio)
mAP (Visual)
mAP (Audio-Visual)
EquiAV
Evaluation Protocol=Fu...
2026.06
42.4
25.7
46.6
MAViL
Evaluation Protocol=Fu...
2026.06
41.8
24.8
44.9
MJEPA ViT-g + data scaling
Evaluation Protocol=Fr...
2026.06
40.97
29.82
45.44
MJEPA ViT-L + data scaling
Evaluation Protocol=Fr...
2026.06
40
29.63
45.31
MJEPA ViT-L
Evaluation Protocol=Fr...
2026.06
38.89
25.38
42.9
CAV-MAE
Evaluation Protocol=Fu...
2026.06
37.7
19.8
42
EquiAV
Evaluation Protocol=Fr...
2026.06
34.25
18.6
38.6
MAViL
Evaluation Protocol=Fr...
2026.06
30
-
-
CAV-MAE Sync
Evaluation Protocol=Fr...
2026.06
21.66
16.2
28.5
CAV-MAE
Evaluation Protocol=Fr...
2026.06
19.38
18.14
34.59
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