Robotic Manipulation on LIBERO-Plus (test)
92.7Language Robustness Score
Libra-VLA
Updated 8d ago
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
2026.04 | 92.7 | - | 97.9 | 93.4 | 77.5 | 79.5 | 68.9 | 48.8 | 86.3 | - | |
2026.05 | 88.2 | - | 98.2 | 95.9 | 89.3 | 90.3 | 82.3 | 87.6 | 90.8 | - | |
2026.05 | 87.5 | - | 97.7 | 96.5 | 88.1 | 86.6 | 72.6 | 82.6 | 87.8 | - | |
2026.05 | 86.93 | - | 90.67 | 84.53 | 76.71 | - | 70.88 | 63.18 | 76.09 | 75.93 | |
2026.05 | 86.4 | - | 96.2 | 91.6 | 82.6 | 80.5 | 60.4 | 67.9 | 86.4 | - | |
2026.04 | 85.8 | - | 94.9 | 93.9 | 77.6 | 79.6 | 92.8 | 30.3 | 89.3 | - | |
2026.05 | 85.4 | - | 95.6 | 93.6 | 85.1 | 79.5 | 63.3 | 67.1 | 66.3 | - | |
2026.05 | 83.7 | - | 96.3 | 99 | 90.4 | 90.9 | 98.4 | 73.5 | 94.8 | - | |
2026.05 | 83.3 | - | 95.5 | 95 | 87 | 85.7 | 75.8 | 79.4 | 89.6 | - | |
2026.04 | 83.2 | - | 95.3 | 94.3 | 75.3 | 82.3 | 94.5 | 41.8 | 93.7 | - | |
2026.04 | 81.1 | - | 97.3 | 94.6 | 84.9 | 75.7 | 70.3 | 41.7 | 71.8 | - | |
2026.05 | 81.1 | - | 97.3 | 94.6 | 84.9 | 75.7 | 70.3 | 41.7 | 71.8 | - | |
2026.05 | 79.7 | - | 95.1 | 97.1 | 85 | 88 | 96.6 | 70.4 | 95.9 | - | |
2026.04 | 79.5 | - | 88.7 | 93.3 | 74.2 | 69.6 | 56.4 | 31.9 | 75.8 | - | |
2026.05 | 79.5 | - | 88.7 | 93.3 | 74.2 | 69.6 | 56.4 | 31.9 | 75.8 | - | |
2026.05 | 77.53 | - | 86.17 | 82.72 | 76.21 | - | 68 | 57.36 | 69.98 | 72.34 | |
2026.04 | 72.5 | - | 84.7 | 86.2 | 69.4 | 67.4 | 79.6 | 21.1 | 68.3 | - | |
2026.05 | 72.5 | - | 84.7 | 86.2 | 69.4 | 67.4 | 79.6 | 21.1 | 68.3 | - | |
2026.04 | 69.6 | - | 69 | 81 | 31.9 | 42.9 | 1.8 | 46.2 | 21.2 | - | |
2026.05 | 69.6 | - | 69 | 81 | 31.9 | 42.9 | 1.8 | 46.2 | 21.2 | - | |
2026.04 | 65.1 | - | 45.7 | 58.6 | 62.1 | 39 | 2.2 | 37 | 12.8 | - | |
2026.05 | 63.5 | - | 89.3 | 84.1 | 76.4 | 69.4 | 61 | 40.8 | 80.1 | - | |
2026.04 | 61 | - | 73.2 | 73.2 | 68.8 | 61.6 | 65.1 | 21.6 | 74.4 | - | |
2026.05 | 54.5 | - | 76.35 | 68.97 | 61.8 | - | 70.38 | 47.04 | 66.37 | 64.57 | |
2026.03 | 43.3 | 85.6 | 16.1 | 61.2 | 64.4 | 46.2 | - | - | - | - | |
2026.04 | 41.6 | - | 43.7 | 17.1 | 38 | 25 | 0.1 | 27.9 | 10.9 | - | |
2026.03 | 40.1 | 85.2 | 17.5 | 58.6 | 62.9 | 44.8 | - | - | - | - | |
2026.03 | 39.9 | 84.2 | 16.5 | 42.1 | 58.2 | 39.2 | - | - | - | - | |
2026.03 | 36.7 | 84.5 | 15.4 | 48.8 | 55.7 | 39.2 | - | - | - | - | |
2026.03 | 26.8 | 82.1 | 4.4 | 25.3 | 31.6 | 22 | - | - | - | - | |
2026.04 | 23 | - | 8.1 | 34.8 | 28.5 | 15.6 | 0.8 | 3.5 | 15.2 | - | |
2026.05 | 23 | - | 8.1 | 34.8 | 28.5 | 15.6 | 0.8 | 3.5 | 15.2 | - | |
2026.05 | - | - | - | - | - | - | - | - | - | 69.6 | |
2026.05 | - | - | - | - | - | - | - | - | - | 79.6 | |
2026.05 | - | - | - | - | - | - | - | - | - | 53.6 | |
2026.05 | - | - | - | - | - | - | - | - | - | 84 | |
2026.05 | - | - | - | - | - | - | - | - | - | 83.9 | |
2026.05 | - | - | - | - | - | - | - | - | - | 90.4 | |
2026.05 | - | - | - | - | - | - | - | - | - | 72.8 | |
2026.05 | - | - | - | - | - | - | - | - | - | 88.5 | |
2026.05 | - | - | - | - | - | - | - | - | - | 87.7 | |
2026.05 | - | - | - | - | - | - | - | - | - | 92.6 |