Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in
  the Wild   We introduce here a large tracking database that offers an unprecedentedly
wide coverage of common moving objects in the wild, called GOT-10k.
Specifically, GOT-10k is built upon the backbone of WordNet structure and it
populates the majority of over 560 classes of moving objects and 87 motion
patterns, magnitudes wider than the most recent similar-scale counterparts. The
contributions of this paper are summarized in the following: (1) GOT-10k offers
over 10,000 video segments with more than 1.5 million manually labeled bounding
boxes, enabling unified training and stable evaluation of deep trackers. (2)
GOT-10k is by far the first video trajectory dataset that uses the semantic
hierarchy of WordNet to guide class population. (3) For the first time, GOT-10k
introduces the one-shot protocol for tracker evaluation, where the training and
test classes are zero-overlapped. The protocol avoids biased evaluation results
towards familiar objects and it promotes generalization in tracker development.
(4) We conduct extensive tracking experiments with 39 typical tracking
algorithms on GOT-10k and analyze their results in this paper. (5) Finally, we
develop a comprehensive platform for the tracking community that offers
full-featured evaluation toolkits, an online evaluation server, and a
responsive leaderboard. The annotations of GOT-10k's test data are kept private
to avoid tuning parameters on it. The database, toolkits, evaluation server and
baseline results are available at http://got-10k.aitestunion.com.

37
The categories of this paper are: supr-con
21
The categories of this paper are: adap-org
30
The categories of this paper are: q-alg
2
The categories of this paper are: math
13
The categories of this paper are: quant-ph
27
The categories of this paper are: comp-gas
16
The categories of this paper are: stat
23
The categories of this paper are: solv-int
17
The categories of this paper are: q-fin
24
The categories of this paper are: dg-ga
28
The categories of this paper are: alg-geom
33
The categories of this paper are: plasm-ph
9
The categories of this paper are: nlin
11
The categories of this paper are: hep-lat
34
The categories of this paper are: chem-ph
8
The categories of this paper are: hep-ex