ROME: Evaluating pre-trained vision-language models on reasoning beyond visual common sense
Humans possess a strong capability for reasoning beyond common sense. For example, given an unconventional image of a goldfish laying on the table next to an empty fishbowl, a human would effortlessly determine that the fish is not inside the fishbowl. The case, however, may be different for a visio...
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Main Authors: | ZHOU, Kankan, LAI, Eason, YEONG, Au Wei Bin, MOURATIDIS, Kyriakos, JIANG, Jing |
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Format: | text |
Language: | English |
Published: |
Institutional Knowledge at Singapore Management University
2023
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Online Access: | https://ink.library.smu.edu.sg/sis_research/8352 https://ink.library.smu.edu.sg/context/sis_research/article/9355/viewcontent/2023.findings_emnlp.683.pdf |
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Institution: | Singapore Management University |
Language: | English |
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