{"task":"Visual Reasoning","dataset":"PHYRE-1B-Within","metric_names":["AUCCESS"],"rows":[{"id":31565,"task":"Visual Reasoning","parent_task":null,"dataset":"PHYRE-1B-Within","model_name":"RPIN","metrics":{"AUCCESS":"85.2"},"paper_url":"https://arxiv.org/abs/2008.02265v5","paper_title":"Learning Long-term Visual Dynamics with Region Proposal Interaction Networks","paper_date":"2020-08-05","code_links":[{"title":"HaozhiQi/RPIN","url":"https://github.com/HaozhiQi/RPIN"}],"metrics_order":"[\"AUCCESS\"]","area":"Reasoning","uses_additional_data":0,"source":"archive","tags":[]},{"id":31566,"task":"Visual Reasoning","parent_task":null,"dataset":"PHYRE-1B-Within","model_name":"Dynamics-Aware DQN","metrics":{"AUCCESS":"85.2"},"paper_url":"https://arxiv.org/abs/2102.10336v2","paper_title":"Physical Reasoning Using Dynamics-Aware Models","paper_date":"2021-02-20","code_links":[{"title":"facebookresearch/DynamicsAware","url":"https://github.com/facebookresearch/DynamicsAware"}],"metrics_order":"[\"AUCCESS\"]","area":"Reasoning","uses_additional_data":0,"source":"archive","tags":[]},{"id":31567,"task":"Visual Reasoning","parent_task":null,"dataset":"PHYRE-1B-Within","model_name":"Dec[Joint]1f ","metrics":{"AUCCESS":"80.0"},"paper_url":"https://arxiv.org/abs/2006.10734v2","paper_title":"Forward Prediction for Physical Reasoning","paper_date":"2020-06-18","code_links":[{"title":"facebookresearch/phyre-fwd","url":"https://github.com/facebookresearch/phyre-fwd"}],"metrics_order":"[\"AUCCESS\"]","area":"Reasoning","uses_additional_data":0,"source":"archive","tags":[]},{"id":31568,"task":"Visual Reasoning","parent_task":null,"dataset":"PHYRE-1B-Within","model_name":"DQN","metrics":{"AUCCESS":"77.6"},"paper_url":"https://arxiv.org/abs/1908.05656v1","paper_title":"PHYRE: A New Benchmark for Physical Reasoning","paper_date":"2019-08-15","code_links":[{"title":"facebookresearch/phyre","url":"https://github.com/facebookresearch/phyre"},{"title":"ndrwmlnk/awesome-benchmarks-for-physical-reasoning-ai","url":"https://github.com/ndrwmlnk/awesome-benchmarks-for-physical-reasoning-ai"}],"metrics_order":"[\"AUCCESS\"]","area":"Reasoning","uses_additional_data":0,"source":"archive","tags":[]}]}