LIBERO
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
LIBERO mainstream VLA setting
97.2Spatial Success Rate
3
LIBERO fixed task suites π0.5
98.8LIBERO Spatial Success Rate
3
LIBERO Simulation Benchmark original (test)
84.7LIBERO Spatial SR
3
LIBERO-Goal (sampled initial states)
100Task 0 Success Rate
2
LIBERO Spatial-only transfer
32Success Rate
2
LIBERO (held-out test)
27Success Rate
2
LIBERO (val)
28Success Rate
2
LIBERO Average Viewpoint Shift
79.4Success Rate
2
LIBERO Large Viewpoint Shift
66.2Success Rate
2
LIBERO Medium Viewpoint Shift
80.8Success Rate
2
LIBERO Small Viewpoint Shift
0.912Success Rate
2
LIBERO Camera jitter
0.689AUROC Failures
2
LIBERO Occlusion (train)
0.972AUROC Failures
2
LIBERO-Plus (first 200 tasks in each category)
91.2Spatial Success Rate
2
LIBERO-PRO Goal-Env
52.8Success Rate
2
LIBERO-PRO Object-Env
75.4Success Rate (%)
2
LIBERO-PRO Spatial-Env
39.4Success (%)
2
LIBERO-PRO Goal-Pos
32.4Success Rate
2
LIBERO-PRO Object-Pos
20.4Success Rate (%)
2
LIBERO-10
0.96SR (PL->FP)
2
LIBERO
98.4Success Rate
2
LIBERO-10
53.5Success Rate
2
LIBERO Long plus (test)
74.52Success Rate (Object Layout)
2
LIBERO-Goal plus (test)
52.53Success Rate (Objects Layout)
2
LIBERO-Spatial plus (test)
94.43Success Rate (Objects Layout)
2