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ResearchFormerly WizWand

Multi-MNIST

Benchmarks

TaskDatasetSOTA resultTrendResults

Controllable Pareto Front Learning

Multi-MNIST (10-fold CV)

2.974Hypervolume

8

Digit Classification

Multi-MNIST 3-digits (test)

98.76Test Accuracy (eps=0.00)

8

Digit Classification

Multi-MNIST 2-digits (test)

95.66Accuracy (eps=0.00)

8

Multi-task image classification

Multi-MNIST (test)

92.61Task 1 Accuracy

7

Object Detection

Multi-MNIST

88.7F1 Score

5

Bottom-right digit classification

Multi-MNIST

4ECE (%)

5

Top-left digit classification

Multi-MNIST

3.28ECE

5

Multi-Task Learning

Multi-MNIST Fashion F+M

100Epochs

4

Multi-MNIST (test)

—Primary metric

0

Multi-MNIST (test)

—Primary metric

0