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Benchmarks
Multi-task image classification on Multi-Fashion MNIST (test)
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83.78
Accuracy 1
DSelect-k
81.9808
82.4479
82.915
83.3821
Jun 7, 2021
Accuracy 1
Accuracy 2
Experts
Ensemble Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy 1
Accuracy 2
Experts
Ensemble Accuracy
DSelect-k
Gate selection type=St...
2021.06
83.78
83.34
1.8
-
DSelect-k
Gate selection type=Pe...
2021.06
83.69
83.13
1.5
-
Gumbel Softmax
Gate selection type=St...
2021.06
83.66
83.28
1.5
-
Top-k
Gate selection type=Pe...
2021.06
83.66
83.15
4
-
Softmax MoE
Gate selection type=Ba...
2021.06
83.48
82.81
8
-
Top-k
Gate selection type=St...
2021.06
83.44
82.66
4
-
Shared Bottom
Gate selection type=Ba...
2021.06
82.05
81.37
-
-
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