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Irregular-to-regular Time Series Generation on MuJoCo (30% missing)
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0.293
Distribution Score (DS)
Diff-MN
0.28476
0.34038
0.396
0.45162
Jan 20, 2026
Distribution Score (DS)
Maximum Mean Discrepancy (MDD)
KL Divergence
Updated 4d ago
Evaluation Results
Method
Method
Links
Distribution Score (DS)
Maximum Mean Discrepancy (MDD)
KL Divergence
Diff-MN
Missing Rate=30%
2026.01
0.293
0.347
0.021
Diffusion-NCDE
Missing Rate=30%, Impu...
2026.01
0.355
0.371
0.045
KoVAE
Missing Rate=30%
2026.01
0.372
0.374
0.13
TimeVAE-NCDE
Missing Rate=30%, Impu...
2026.01
0.375
0.338
0.075
GT-GAN
Missing Rate=30%
2026.01
0.489
0.558
0.021
TimeGAN-NCDE
Missing Rate=30%, Impu...
2026.01
0.49
1.182
0.56
ProFITi
Missing Rate=30%
2026.01
0.492
0.295
0.015
HeTVAE
Missing Rate=30%
2026.01
0.499
0.654
0.258
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