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Trajectory Tracking on Scenario A Out-of-Distribution 500 g
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0.301
RMSE (Slow 0.5 m/s)
FDT+LRA
0.2446
0.6253
1.006
1.3867
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
0.301
0.391
FDT
Category=Ours
2026.03
0.362
0.47
MLP (last layer)
Category=Online adapta...
2026.03
0.512
0.665
Neural-fly
Category=Online adapta...
2026.03
0.6
0.78
GPT-2
Category=Offline learn...
2026.03
0.839
1.09
LSTM
Category=Offline learn...
2026.03
0.952
1.237
GP
Category=Offline learn...
2026.03
1.053
1.368
L1 Adaptive
Category=Baseline
2026.03
1.711
2.223
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