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miscellaneous-15

Multi-Task Learning

3260 papers • 126 benchmarks • 313 datasets

Multi-task learning aims to learn multiple different tasks simultaneously while maximizing performance on one or all of the tasks. ( Image credit: Cross-stitch Networks for Multi-task Learning )

(Image credit: Papersgraph)

Multi-Task Learning

Benchmarks

These leaderboards are used to track progress in multi-task-learning-30

Trend
Dataset
Best Model
Actions
Cityscapes test
Cityscapes test
Cityscapes test
OMNIGLOT
OMNIGLOT
OMNIGLOT
CelebA
CelebA
CelebA

Libraries

i

Use these libraries to find multi-task-learning-30 models and implementations

HSE-asavchenko/face-emotion-recogni…
4 papers 471

Datasets

Cityscapes
Cityscapes
CelebA
CelebA
NYUv2
NYUv2
Clotho
Clotho
ETHICS
ETHICS
KP20k
KP20k

Subtasks

Multi-task Language Understanding

Most implemented papers

Content

Introduction Benchmarks Datasets Subtasks Libraries Papers
wireframe dataset
wireframe dataset
wireframe dataset
NYUv2
NYUv2
NYUv2
QM9
QM9
QM9
tomas-gajarsky/facetorch
4 papers 327
TartanAir
TartanAir
CELEX
CELEX
Aff-Wild2
Aff-Wild2

Adding a benchmark result helps the community track progress.