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Real-world Robot Pick-and-place

Benchmarks

Task NameDataset NameSOTA ResultTrend
Pick-and-placeReal-world Robot Pick-and-place Average
Success Rate65
3
Pick-and-placeReal-world Robot Pick-and-place Unseen instruction: By spatial relation
Success Rate0.61
3
Pick-and-placeReal-world Robot Pick-and-place Unseen instruction: By attribute
Success Rate73
3
Pick-and-placeReal-world Robot Pick-and-place Unseen object orientation
Success Rate72
3
Pick-and-placeReal-world Robot Pick-and-place Unseen object position
Success Rate0.52
3
Pick-and-placeReal-world Robot Pick-and-place Unseen object: New background
Success Rate63
3
Pick-and-placeReal-world Robot Pick-and-place Unseen object: Similar distractors
Success Rate49
3
Pick-and-placeReal-world Robot Pick-and-place In-distribution
Success Rate92
3
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