IntPhys: A Benchmark for Visual Intuitive Physics Reasoning

By Ronan Riochet, Mario Ynocente Castro, Mathieu Bernard, Adam Lerer, Rob Fergus, Véronique Izard, Emmanuel Dupoux. 2019

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Yoshua Bengio
2. Anirudh Goyal
3. Sergey Levine
4. Trevor Darrell
5. Ruslan Salakhutdinov
6. Pieter Abbeel
7. Quoc V. Le
8. Zhe Gan

Citations in the corpus

• Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems (2020, methodology): “ balls bouncing in a confined square geometry with different masses 7 Block O1 (Disappear) Block O2 (Shape Change) Block O3 (Teleport) RMC [Santoro et al., 2018] 0.43 0.05 0.39 0.03 0.46 0.02 Intphys [Riochet et al., 2019] 0.52 0.52 0.51 SCOFF (ours) 0.34 0.05 0.35 0.05 0.42 0.02 Table 1: Results on ”