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Benchmarks
One-step Prediction on DDR (Differential-Drive Robot) under unmodeled dynamics
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1.1
Mean Error
RBF (DZ-CS)
0.92
2.135
3.35
4.565
Jun 13, 2026
Mean Error
Final ||P||F
Final ||A||F
Covariance Skip Rate
Updated 1mo ago
Evaluation Results
Method
Method
Links
Mean Error
Final ||P||F
Final ||A||F
Covariance Skip Rate
RBF (DZ-CS)
Dictionary Type=RBF, A...
2026.06
1.1
3.5
3
97.74
Offline RBF
Dictionary Type=RBF, A...
2026.06
1.3
-
7.6
-
Poly (DZ-CS)
Dictionary Type=Polyno...
2026.06
1.9
1.9
5.3
3.24
Poly
Dictionary Type=Polyno...
2026.06
2
1.9
5.3
-
Poly (DZ-KS)
Dictionary Type=Polyno...
2026.06
2
1.9
5.3
3.02
Poly (CT)
Dictionary Type=Polyno...
2026.06
4.5
9
6.4
-
RBF (DZ-KS)
Dictionary Type=RBF, A...
2026.06
4.6
2.4
3
95.8
RBF
Dictionary Type=RBF, A...
2026.06
5.3
2.5
2
-
RBF (CT)
Dictionary Type=RBF, A...
2026.06
5.6
6.6
3
-
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