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Trajectory Tracking on Scenario A In-Distribution 300 g
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0.215
RMSE (Slow 0.5 m/s)
FDT+LRA
0.17472
0.44661
0.7185
0.99039
Mar 12, 2026
RMSE (Slow 0.5 m/s)
RMSE (Fast 1.0 m/s)
Updated 1mo ago
Evaluation Results
Method
Method
Links
RMSE (Slow 0.5 m/s)
RMSE (Fast 1.0 m/s)
FDT+LRA
Category=Ours
2026.03
0.215
0.275
FDT
Category=Ours
2026.03
0.258
0.33
MLP (last layer)
Category=Online adapta...
2026.03
0.366
0.467
Neural-fly
Category=Online adapta...
2026.03
0.429
0.547
GPT-2
Category=Offline learn...
2026.03
0.599
0.765
LSTM
Category=Offline learn...
2026.03
0.68
0.868
GP
Category=Offline learn...
2026.03
0.752
0.96
L1 Adaptive
Category=Baseline
2026.03
1.222
1.56
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