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Models/UrbanFM

UrbanFM

Reported on 12 benchmarks across 1 task · 1 paper · 9 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Miscellaneous12 results

  • Fine-Grained Urban Flow InferenceonTaxiBJ-P1
    MAE· 2019-02-06
    2.011
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P1
    MSE· 2019-02-06
    15.6025
    best: 14.9232 (STCF)
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P4
    MAE· 2019-02-06
    1.815
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P4
    MSE · 2019-02-06
    12.257
    best: 11.7718 (STCF)
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P3
    MAE· 2019-02-06
    2.318
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P3
    MAPE· 2019-02-06
    0.315
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P3
    MSE· 2019-02-06
    20.214
    best: 19.4153 (STCF)
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P2
    MAE· 2019-02-06
    2.224
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P2
    MSE · 2019-02-06
    18.7402
    best: 18.2566 (STCF)
    SOTA
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P1
    MAPE· 2019-02-06
    0.327
    best: 0.732 (ESPCN)
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P4
    MAPE· 2019-02-06
    0.308
    best: 0.309 (UrbanFM-ne)
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377
  • Fine-Grained Urban Flow InferenceonTaxiBJ-P2
    MAPE· 2019-02-06
    0.313
    best: 0.32 (UrbanFM-ne)
    UrbanFM: Inferring Fine-Grained Urban FlowsarXiv:1902.05377