Robotic Manipulation on LIBERO 1.0 (test)
98.7Long
QuoVLA
Updated 8d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.05 | 98.7 | 99.8 | 99.9 | 100 | 99.6 | - | - | |
2026.05 | 97.6 | 98.2 | 98.6 | 97.8 | 98.1 | - | - | |
2026.05 | 96.6 | 98.8 | 99.8 | 99 | 98.6 | - | - | |
2026.03 | 96.5 | 99 | 97 | 99 | 97.9 | 1 | 100 | |
2026.05 | 96.4 | 99.6 | 99.8 | 98.6 | 98.6 | - | - | |
2026.05 | 96.2 | 97 | 98.2 | 99 | 97.6 | - | - | |
2026.03 | 96.1 | 98.9 | 97.1 | 98.3 | 97.6 | 1.28 | 68.2 | |
2026.05 | 95.6 | 98.8 | 99.8 | 97.6 | 98 | - | - | |
2025.12 | 95.4 | 98 | 99.4 | 98.6 | 97.9 | - | - | |
2026.05 | 95 | 97.8 | 99.2 | 97.2 | 97.3 | - | - | |
2025.12 | 94.5 | 97.6 | 98.4 | 97.9 | 97.1 | - | - | |
2026.05 | 94.5 | 97.6 | 98.4 | 97.9 | 97.1 | - | - | |
2026.05 | 93.5 | 97.1 | 96.7 | 95.6 | 95.7 | - | - | |
2026.05 | 93.4 | 98.4 | 98.4 | 96.4 | 96.7 | - | - | |
2025.12 | 92.4 | 98.8 | 98.2 | 98 | 96.8 | - | - | |
2026.05 | 92.4 | 98.8 | 98.2 | 98 | 96.9 | - | - | |
2025.12 | 92 | 96.5 | 96.8 | 95.6 | 95.2 | - | - | |
2026.05 | 92 | 96.5 | 96.8 | 95.6 | 95.2 | - | - | |
2026.03 | 90.2 | 91.7 | 97.6 | 93 | 93.1 | 1 | 100 | |
2026.03 | 89.6 | 93.3 | 96.4 | 92.5 | 92.9 | 1.07 | 87.5 | |
2025.07 | 89.5 | 97.5 | 94 | 89.5 | 92.6 | - | - | |
2025.12 | 88.6 | 99.4 | 98.8 | 94.8 | 95.4 | - | - | |
2025.07 | 87.6 | 81.1 | 87.5 | 91.6 | 69 | - | - | |
2025.12 | 86.8 | 96.6 | 97.2 | 96 | 94.2 | - | - | |
2025.12 | 85.2 | 96.8 | 98.8 | 95.8 | 94.2 | - | - | |
2026.05 | 85.2 | 96.8 | 98.8 | 95.8 | 94.2 | - | - | |
2025.03 | 83.6 | 97.4 | 94.8 | 93.2 | 92.3 | - | - | |
2025.12 | 77 | - | - | - | - | - | - | |
2025.03 | 69 | 87.5 | 91.6 | 87.6 | 81.13 | - | - | |
2026.05 | 69 | 87.5 | 91.6 | 87.6 | 83.9 | - | - | |
2026.03 | 68.5 | 73.4 | 89.4 | 79.1 | 77.6 | 1.3 | 68 | |
2026.05 | 64.8 | 78.5 | 87.5 | 73.5 | 76.1 | - | - | |
2025.03 | 63.8 | 84.2 | 96.3 | 85.4 | 82.4 | - | - | |
2026.03 | 62.4 | 79.3 | 82 | 71.6 | 73.8 | 0.94 | 57.8 | |
2025.12 | 60.2 | 96.4 | 96.8 | 88.6 | 85.5 | - | - | |
2025.12 | 60 | - | - | 75.2 | - | - | - | |
2025.07 | 55.5 | 88.2 | 89.9 | 78.6 | 78.1 | - | - | |
2025.12 | 55.5 | 88.2 | 89.9 | 78.6 | 78.1 | - | - | |
2026.05 | 55.5 | 88.2 | 89.9 | 78.6 | 78.1 | - | - | |
2025.07 | 53.7 | 84.7 | 88.4 | 79.2 | 76.5 | - | - | |
2025.03 | 53.7 | 84.9 | 88.4 | 79.2 | 76.5 | - | - | |
2025.03 | 53.7 | 84.7 | 88.4 | 79.2 | 76.5 | - | - | |
2025.12 | 53.7 | 84.7 | 88.4 | 79.2 | 76.5 | - | - | |
2026.03 | 53.7 | 83.3 | 91.2 | 78.6 | 76.7 | 1 | 100 | |
2026.05 | 53.7 | 84.7 | 88.4 | 79.2 | 76.5 | - | - | |
2026.03 | 51.6 | 80 | 82.4 | 73.6 | 71.9 | 1.5 | - | |
2026.03 | 51.2 | 83.1 | 90.7 | 77.8 | 75.7 | 1.21 | 78.9 | |
2025.07 | 51.1 | 78.9 | 85.7 | 84.6 | 75.1 | - | - | |
2025.03 | 51.1 | 78.9 | 85.7 | 84.6 | 75.1 | - | - | |
2025.03 | 51.1 | 78.9 | 85.7 | 84.6 | 75.1 | - | - | |
2025.12 | 51.1 | 78.9 | 85.7 | 84.6 | 75.1 | - | - | |
2025.07 | 50.5 | 78.3 | 92.5 | 68.3 | 72.4 | - | - | |
2025.03 | 50.5 | 78.3 | 92.5 | 68.3 | 72.4 | - | - | |
2025.03 | 50.5 | 78.3 | 92.5 | 68.3 | 72.4 | - | - | |
2025.12 | 50.5 | 78.3 | 92.5 | 68.3 | 72.4 | - | - | |
2026.03 | 42.5 | 75.8 | 70.3 | 67.3 | 64 | 1.39 | 75 | |
2025.12 | 31.2 | 55.8 | 64.8 | 64.4 | 54.1 | - | - |