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Benchmarks
Multi-task image classification on Multi-MNIST (test)
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92.61
Task 1 Accuracy
Softmax MoE
91.2476
91.6013
91.955
92.3087
Jun 7, 2021
Task 1 Accuracy
Task 2 Accuracy
Number of Experts
Updated 4d ago
Evaluation Results
Method
Method
Links
Task 1 Accuracy
Task 2 Accuracy
Number of Experts
Softmax MoE
Gate selection type=Ba...
2021.06
92.61
91
8
DSelect-k
Gate selection type=St...
2021.06
92.56
90.98
1.7
DSelect-k
Gate selection type=Pe...
2021.06
92.42
90.7
1.5
Gumbel Softmax
Gate selection type=St...
2021.06
92.3
90.63
1.8
Top-k
Gate selection type=Pe...
2021.06
92.27
90.45
4
Top-k
Gate selection type=St...
2021.06
91.93
90.03
4
Shared Bottom
Gate selection type=Ba...
2021.06
91.3
89.47
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