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Real-world Evaluation

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-task Robotic ManipulationReal-world Evaluation unseen object placements 1.0
Success Rate80
4
Open cabinetReal-world Evaluation unseen object placements 1.0
Success Rate80
4
Close drawerReal-world Evaluation 1.0 (unseen object placements)
Success Rate100
4
Flip cupReal-world Evaluation unseen object placements 1.0
Success Rate80
4
Put object in shelfReal-world Evaluation unseen object placements 1.0
Success Rate80
4
Put object in drawerReal-world Evaluation unseen object placements 1.0
Success Rate0.7
4
Put block in bowlReal-world Evaluation 1.0 (unseen object placements)
Success Rate0.8
4
Press sanitizerReal-world Evaluation unseen object placements 1.0
Success Rate90
4
Stack blocksReal-world Evaluation unseen object placements 1.0
Success Rate0.8
4
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