Robotic Manipulation on RoboChallenge Table30
100Arrange Fruits Success RateDM0
Evaluation Results
| Method | Links | |||||||||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| DM02026.04 | 100 | 80 | 100 | 30 | 20 | 100 | 100 | 90 | 70 | 30 | 20 | 100 | 100 | 100 | 100 | 0 | 80 | 80 | 0 | 0 | 0 | 80 | 40 | 30 | 90 | 0 | 100 | 40 | 80 | 100 | 62 | |
| Spirit-v1.52026.04 | 80 | 80 | 80 | 20 | 0 | 80 | 80 | 90 | 50 | 0 | 20 | 70 | 90 | 90 | 90 | 30 | 80 | 0 | 0 | 30 | 0 | 0 | 50 | 80 | 90 | 0 | 100 | 20 | 60 | 70 | 51 | |
| wall-oss2026.04 | 80 | 60 | 50 | 0 | 0 | 100 | 60 | 100 | 20 | 0 | 10 | 70 | 60 | 70 | 50 | 0 | 40 | 0 | 0 | 10 | 0 | 0 | 10 | 70 | 70 | 20 | 70 | 10 | 10 | 20 | 35.33 | |
| GigaBrain2026.04 | 60 | 40 | 90 | 0 | 0 | 100 | 90 | 40 | 40 | 80 | 10 | 100 | 50 | 100 | 80 | 0 | 60 | 60 | 0 | 40 | 0 | 0 | 50 | 40 | 100 | 10 | 100 | 60 | 50 | 100 | 51.67 | |
| A1fully open-source=true2026.04 | 60 | 60 | 30 | 20 | 0 | 60 | 30 | 0 | 10 | 20 | 10 | 100 | 60 | 90 | 50 | 0 | 50 | 0 | 0 | 0 | 0 | 0 | 0 | 50 | 30 | 20 | 80 | 0 | 0 | 40 | 29 | |
| π0.52026.04 | 40 | 50 | 80 | 0 | 0 | 100 | 50 | 0 | 50 | 0 | 20 | 40 | 90 | 90 | 80 | 50 | 40 | 0 | 0 | 10 | 0 | 20 | 30 | 80 | 80 | 50 | 100 | 10 | 20 | 100 | 42.67 | |
| π02026.04 | 20 | 50 | 10 | 30 | 0 | 70 | 50 | 0 | 50 | 0 | 0 | 0 | 80 | 60 | 70 | 0 | 10 | 0 | 0 | 0 | 0 | 20 | 40 | 50 | 70 | 30 | 100 | 10 | 10 | 20 | 28.33 | |
| X-VLAfully open-source=true2026.04 | 0 | 0 | 0 | 0 | 0 | 0 | 20 | 90 | 0 | 0 | 10 | 0 | 50 | 100 | 30 | 20 | 0 | 0 | 0 | 0 | 0 | 0 | 30 | 70 | 40 | 0 | 90 | 0 | 0 | 90 | 21.33 | |
| RDT-1Bfully open-source=true2026.04 | 0 | 0 | 0 | 0 | 0 | 10 | 50 | 0 | 10 | 10 | 30 | 70 | 60 | 80 | 10 | 0 | 20 | 0 | 0 | 0 | 0 | 0 | 10 | 20 | 0 | 0 | 50 | 0 | 0 | 20 | 15 |