Perception Test: A Diagnostic Benchmark for Multimodal Video Models

Viorica Patraucean, Lucas Smaira, Ankush Gupta 0001, Adrià Recasens, Larisa Markeeva, Dylan Banarse, Skanda Koppula, Joseph Heyward, Mateusz Malinowski, Yi Yang 0007, Carl Doersch, Tatiana Matejovicova, Yury Sulsky, Antoine Miech, Alexandre Fréchette, Hanna Klimczak, Raphael Koster, Junlin Zhang, Stephanie Winkler, Yusuf Aytar, Simon Osindero, Dima Damen, Andrew Zisserman, João Carreira. Perception Test: A Diagnostic Benchmark for Multimodal Video Models. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

Authors

Viorica Patraucean

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Lucas Smaira

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Ankush Gupta 0001

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Adrià Recasens

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Larisa Markeeva

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Dylan Banarse

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Skanda Koppula

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Joseph Heyward

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Mateusz Malinowski

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Yi Yang 0007

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Carl Doersch

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Tatiana Matejovicova

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Yury Sulsky

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Antoine Miech

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Alexandre Fréchette

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Hanna Klimczak

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Raphael Koster

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Junlin Zhang

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Stephanie Winkler

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Yusuf Aytar

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Simon Osindero

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Dima Damen

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Andrew Zisserman

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João Carreira

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