Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: AGQA 2.0: An Updated Benchmark for Compositional Spatio-Temporal
  Reasoning   Prior benchmarks have analyzed models' answers to questions about videos in
order to measure visual compositional reasoning. Action Genome Question
Answering (AGQA) is one such benchmark. AGQA provides a training/test split
with balanced answer distributions to reduce the effect of linguistic biases.
However, some biases remain in several AGQA categories. We introduce AGQA 2.0,
a version of this benchmark with several improvements, most namely a stricter
balancing procedure. We then report results on the updated benchmark for all
experiments.

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The categories of this paper are: physics
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The categories of this paper are: plasm-ph
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The categories of this paper are: quant-ph
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The categories of this paper are: supr-con
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The categories of this paper are: atom-ph
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The categories of this paper are: q-bio
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The categories of this paper are: comp-gas
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The categories of this paper are: chao-dyn
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The categories of this paper are: q-fin
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The categories of this paper are: patt-sol
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The categories of this paper are: funct-an
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The categories of this paper are: eess
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The categories of this paper are: econ
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The categories of this paper are: nucl-ex
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The categories of this paper are: solv-int
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The categories of this paper are: nucl-th