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Benchmarks
Robotic Action Inference Performance on RoboTwin 2.0
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4.1
Peak Memory (GiB)
Light-WAM
3.44
7.895
12.35
16.805
Jun 6, 2026
Peak Memory (GiB)
Latency (ms)
VAE Encoder Latency (ms)
Visual Branch Latency (ms)
Action Branch Latency (ms)
Policy Forward Latency (ms)
Normalization Factor
Updated 1mo ago
Evaluation Results
Method
Method
Links
Peak Memory (GiB)
Latency (ms)
VAE Encoder Latency (ms)
Visual Branch Latency (ms)
Action Branch Latency (ms)
Policy Forward Latency (ms)
Normalization Factor
Light-WAM
Params=2B, Prediction...
2026.06
4.1
72.03
12.7
56.5
2.1
58.6
0.95
π0.5
Params=3B, Prediction...
2026.06
8
76
-
-
-
-
1
Fast-WAM
Params=6B, Prediction...
2026.06
12.7
404.62
11.3
36
356.8
392.8
5.32
LingBot-VA
Params=5.3B, Predictio...
2026.06
18.9
3,214.14
223.8
-
-
2,990.1
42.29
Motus
Params=8B, Prediction...
2026.06
20.6
2,148.68
16.1
-
-
2,130.7
28.27
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