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LOReL Sawyer

Benchmarks

Task NameDataset NameSOTA ResultTrend
Robotic ManipulationLOReL Sawyer Dataset (test)
Close Drawer Success Rate9.532
6
Language-conditioned robot task executionLOReL Sawyer Average across rephrasals
Success Rate39.71
3
Language-conditioned robot task executionLOReL Sawyer unseen noun + verb rephrasals
Success Rate42.02
3
Language-conditioned robot task executionLOReL Sawyer unseen verb rephrasals
Success Rate0.367
3
Language-conditioned robot task executionLOReL Sawyer unseen noun rephrasals
Success Rate36.01
3
Language-conditioned robot task executionLOReL Sawyer seen rephrasals
Success Rate43.65
3
Language-conditioned robot manipulationLOReL Sawyer 15 unseen instructions (test)
Success Rate20.89
3
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