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Robot Manipulation Generalization on VIMA-Bench
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48.8
Novel Task
VIMA
21.448
28.549
35.65
42.751
Jan 22, 2026
Novel Task
Novel Object
Object Combination
Object Placement
Average Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Novel Task
Novel Object
Object Combination
Object Placement
Average Score
VIMA
Ext. Module=Oracle Det...
2026.01
48.8
77.9
81.9
80.7
72.3
LLaRA+IVRA
Ext. Module=Oracle Det...
2026.01
37.5
80.8
88.5
90.4
74.3
LLaRA
Ext. Module=Oracle Det...
2026.01
33.8
79.2
88.1
90
72.8
LLaRA+IVRA
Ext. Module=N/A, Data=12%
2026.01
27.5
61.3
70.4
73.1
58.1
LLaRA
Ext. Module=N/A, Data=12%
2026.01
22.5
57.1
66.5
69.6
53.9
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