Visual Reasoning on PHYRE-1B-Within

Metric: AUCCESS (higher is better)

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#	Model↕	AUCCESS▼	Extra Data	Paper	Date↕	Code
1	RPIN	85.2	No	Learning Long-term Visual Dynamics with Region P...	2020-08-05	Code
2	Dynamics-Aware DQN	85.2	No	Physical Reasoning Using Dynamics-Aware Models	2021-02-20	Code
3	Dec[Joint]1f	80	No	Forward Prediction for Physical Reasoning	2020-06-18	Code
4	DQN	77.6	No	PHYRE: A New Benchmark for Physical Reasoning	2019-08-15	Code

#1RPINSOTA
85.2
AUCCESS· 2020-08-05
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks Code
#2Dynamics-Aware DQN
85.2
AUCCESS· 2021-02-20
Physical Reasoning Using Dynamics-Aware Models Code
#3Dec[Joint]1f SOTA
80
AUCCESS· 2020-06-18
Forward Prediction for Physical Reasoning Code
#4DQNSOTA
77.6
AUCCESS· 2019-08-15
PHYRE: A New Benchmark for Physical Reasoning Code