most citedIntuitive physics understanding emerges from self-supervised pretraining on natural videos

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cs.CV2025

IntPhys 2: Benchmarking Intuitive Physics Understanding In Complex Synthetic Environments

Florian Bordes, Quentin Garrido, Justine T Kao +3

We present IntPhys 2, a video benchmark designed to evaluate the intuitive physics understanding of deep learning models. Building on the original IntPhys benchmark, IntPhys 2 focu…

cs.CV2025★ 1 cited

Intuitive physics understanding emerges from self-supervised pretraining on natural videos

Quentin Garrido, Nicolas Ballas, Mahmoud Assran +5

We investigate the emergence of intuitive physics understanding in general-purpose deep neural network models trained to predict masked regions in natural videos. Leveraging the vi…