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LOREL

Benchmarks

Task NameDataset NameSOTA ResultTrend
Robot ManipulationLOReL Sawyer (unseen multi-step composition)
Success Rate25.21
4
Language-conditioned robot task executionLOReL Sawyer human provided rephrasals
Success Rate40.16
3
Imitation LearningLOREL Images (partial obs.) (test)
Success Rate40
3
Imitation LearningLOREL States (fully obs.) (test)
Success Rate66.7
3
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