Visual Reasoning on PHYRE-1B-Cross

Metric: AUCCESS (higher is better)

LeaderboardDataset

Loading chart...

Results

Submit a result

Sort:

#	Model↕	AUCCESS▼	Extra Data	Paper	Date↕	Code
1	RPIN	42.2	No	Learning Long-term Visual Dynamics with Region P...	2020-08-05	Code
2	Dec[Joint]1f	40.3	No	Forward Prediction for Physical Reasoning	2020-06-18	Code
3	Dynamics-Aware DQN	39.9	No	Physical Reasoning Using Dynamics-Aware Models	2021-02-20	Code
4	DQN	36.8	No	PHYRE: A New Benchmark for Physical Reasoning	2019-08-15	Code

#1RPINSOTA
42.2
AUCCESS· 2020-08-05
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks Code
#2Dec[Joint]1fSOTA
40.3
AUCCESS· 2020-06-18
Forward Prediction for Physical Reasoning Code
#3Dynamics-Aware DQN
39.9
AUCCESS· 2021-02-20
Physical Reasoning Using Dynamics-Aware Models Code
#4DQNSOTA
36.8
AUCCESS· 2019-08-15
PHYRE: A New Benchmark for Physical Reasoning Code