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Benchmarks
Multi-modal classification on AV-MNIST (val)
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42.32
Accuracy (Audio)
Ca
28.6336
32.1868
35.74
39.2932
Nov 10, 2025
Accuracy (Audio)
Accuracy
Accuracy (Visual)
Updated 18d ago
Evaluation Results
Method
Method
Links
Accuracy (Audio)
Accuracy
Accuracy (Visual)
Ca
t(s)=0.019± 0.003
2025.11
42.32
-
-
MIMO
t(s)=0.018± 0.004
2025.11
42.21
72.77
42.25
MMPareto
t(s)=0.085± 0.002
2025.11
41.64
72.42
41.83
EW
t(s)=0.019± 0.011
2025.11
41.63
72.22
41.77
MGDA
t(s)=0.086± 0.003
2025.11
41.63
72.15
41.92
MSLR
t(s)=0.018± 0.002
2025.11
40.5
71.96
64.5
Vanilla MSL
t(s)=0.015± 0.002
2025.11
39.98
71.7
64.67
OGM-GE
t(s)=0.055± 0.026
2025.11
39.98
71.7
64.67
MSES
t(s)=0.017± 0.002
2025.11
39.92
71.61
64.66
AGM
t(s)=0.060± 0.021
2025.11
29.16
70.92
61.76
Cv
t(s)=0.019± 0.003
2025.11
-
-
65.05
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