Real-world Manipulation
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Real-world Manipulation SO-100
60Place Success Rate
10
Average All Real-world Manipulation Tasks
88Success Rate (SR)
6
Real-world manipulation Move Sand Bag
68Success Rate
6
Real-world manipulation Push Ball
70Success Rate
6
Real-world manipulation Press Bell
100Success Rate
6
Real-World Manipulation Aggregate
73.8Average Success Rate
5
Real-world Manipulation (Category-Level split)
76.2Average Success Rate
5
Real-world Manipulation Category-Level
85Success Rate (2 balls)
5
Real-world Manipulation (Category-Level split)
0.657Success Rate (Bowls)
5
Real-world Manipulation Category-Level
0.85Success Rate (Cups)
5
Real-world manipulation
80Success Rate
4
Real-world manipulation Pick up the bottle and move it above the plant
70Success Rate
3
Real-world manipulation (Pick up the drumstick and place it to the back of the brown toy)
60Success Rate
3
Real-world manipulation Pick up the hotdog and place it 0.1 m to the right of the peach
55Success Rate
3
Real-world manipulation (Pick up the croissant and place it to the left of the drumstick)
75Success Rate
3
Real-world manipulation
0.8Success Rate
2
Real-world manipulation
7Success Rate
2
Real-world Manipulation Seen Tasks
90Success Rate (Put Carrot in Bowl)
2
Real-world Manipulation (Instance-Level)
86.7Success Rate
1
Real-world Manipulation Instance-Level
30Success Rate (Smooth Ball)
1
Real-world Manipulation (Category-Level split)
43Success Rate (Other 5 Baskets)
1
Real-world Manipulation Instance-Level
28Success Rate (Heavy Basket)
1
Real-world Manipulation Instance-Level
20Success Rate (Plastic Bowl)
1
Real-world Manipulation (Instance-Level split)
29Plastic Cup Success Rate
1