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Models/Multi-task

Multi-task

Reported on 10 benchmarks across 10 tasks · 2 papers · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology4 results

Data MiningonIAM Dataset
F1· 2022-03-23
35.92
SOTA
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks arXiv:2203.12257
Interpretable Machine LearningonIAM Dataset
F1· 2022-03-23
35.92
SOTA
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks arXiv:2203.12257
Face RecognitiononUHDB31
Rank-1· 2020-11-24
84.32
best: 94.5 (Wang et al. [5])
A New Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios arXiv:2011.12427
3DonUHDB31
Rank-1· 2020-11-24
84.32
best: 94.5 (Wang et al. [5])
A New Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios arXiv:2011.12427

Computer Vision3 results

Image ClassificationonImbalanced CUB-200-2011
Accuracy· 2020-11-24
99.67
SOTA
A New Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios arXiv:2011.12427
Face ReconstructiononUHDB31
Rank-1· 2020-11-24
84.32
best: 94.5 (Wang et al. [5])
A New Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios arXiv:2011.12427
3D Face ReconstructiononUHDB31
Rank-1· 2020-11-24
84.32
best: 94.5 (Wang et al. [5])
A New Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios arXiv:2011.12427

Natural Language Processing1 result

Argument MiningonIAM Dataset
F1· 2022-03-23
35.92
SOTA
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks arXiv:2203.12257

Music1 result

Facial Recognition and ModellingonUHDB31
Rank-1· 2020-11-24
84.32
best: 94.5 (Wang et al. [5])
A New Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios arXiv:2011.12427

Medical1 result

3D Face ModellingonUHDB31
Rank-1· 2020-11-24
84.32
best: 94.5 (Wang et al. [5])
A New Periocular Dataset Collected by Mobile Devices in Unconstrained Scenarios arXiv:2011.12427