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Models/CAT

CAT

Reported on 9 benchmarks across 2 tasks · 2 papers · 2 SOTA

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

Computer Vision6 results

Visual TrackingonLasHeR
Precision· 2020-07-26
45
best: 77.3 (FlexTrack)
SOTA
Challenge-Aware RGBT Tracking arXiv:2007.13143
Visual TrackingonRGBT210
Precision· 2020-07-26
79.2
best: 90.6 (PromptTrack)
SOTA
Challenge-Aware RGBT Tracking arXiv:2007.13143
Visual TrackingonLasHeR
Success· 2020-07-26
31.4
best: 62 (FlexTrack)
Challenge-Aware RGBT Tracking arXiv:2007.13143
Visual TrackingonGTOT
Precision· 2020-07-26
88.9
best: 95.2 (MambaVT-M256)
Challenge-Aware RGBT Tracking arXiv:2007.13143
Visual TrackingonGTOT
Success· 2020-07-26
71.7
best: 78.6 (MambaVT-M256)
Challenge-Aware RGBT Tracking arXiv:2007.13143
Visual TrackingonRGBT210
Success· 2020-07-26
53.3
best: 66.1 (PromptTrack)
Challenge-Aware RGBT Tracking arXiv:2007.13143

Methodology3 results

Continual Learningon20Newsgroup (10 tasks)
F1 - macro· 2021-12-18
0.9516
best: 0.9523 (CTR)
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks arXiv:2112.10017
Continual LearningonASC (19 tasks)
F1 - macro· 2021-12-18
0.6864
best: 0.8811 (Multi-task Learning (MTL; Upper Bound))
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks arXiv:2112.10017
Continual LearningonDSC (10 tasks)
F1 - macro· 2021-12-18
0.8651
best: 0.8875 (CTR)
Continual Learning of a Mixed Sequence of Similar and Dissimilar Tasks arXiv:2112.10017