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GemBench

Benchmarks

Task NameDataset NameSOTA ResultTrend
Multi-task Robotic ManipulationGemBench
Avg Success62
8
Vision-based Robotic ManipulationGemBench (test)
Average Score51.3
8
Robotic ManipulationGemBench Level 4 (Long-horizon tasks)
Success Rate17.4
6
Robotic ManipulationGemBench Level 3 (Articulated objects)
Success Rate41.5
6
Robotic ManipulationGemBench Level 2 (Rigid objects)
Success Rate0.645
6
Robotic ManipulationGemBench Level 1 (Novel object placements)
Success Rate94.3
6
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