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Trajectory Tracking on Scenario B Out-of-Distribution 500 g
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0.228
RMSE (Slow 0.5 m/s)
FDT+LRA
0.1854
0.47295
0.7605
1.04805
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
0.228
0.285
FDT
Category=Ours
2026.03
0.274
0.342
MLP (last layer)
Category=Online adapta...
2026.03
0.387
0.484
Neural-fly
Category=Online adapta...
2026.03
0.454
0.567
GPT-2
Category=Offline learn...
2026.03
0.634
0.793
LSTM
Category=Offline learn...
2026.03
0.72
0.9
GP
Category=Offline learn...
2026.03
0.796
0.995
L1 Adaptive
Category=Baseline
2026.03
1.293
1.617
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