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Models/PaddingFlow

PaddingFlow

Reported on 24 benchmarks across 1 task · 1 paper · 1 SOTA

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

Methodology24 results

  • Density EstimationonUCI MINIBOONE
    MMD-EMD· 2024-03-13
    0.255
    SOTA
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI GAS
    CD· 2024-03-13
    0.89
    best: 1.29 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI GAS
    EMD· 2024-03-13
    0.131
    best: 0.146 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI GAS
    MMD-CD· 2024-03-13
    0.39
    best: 0.95 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI GAS
    MMD-EMD· 2024-03-13
    0.121
    best: 0.135 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonBSDS300
    CD· 2024-03-13
    0.495
    best: 0.683 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonBSDS300
    EMD· 2024-03-13
    0.0248
    best: 0.0281 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonBSDS300
    MMD-CD· 2024-03-13
    0.48
    best: 0.548 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonBSDS300
    MMD-EMD· 2024-03-13
    0.0212
    best: 0.0227 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonCaltech-101
    MMD-L2· 2024-03-13
    17.9
    best: 18.6 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI HEPMASS
    CD· 2024-03-13
    13.8
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI HEPMASS
    EMD· 2024-03-13
    0.161
    best: 0.164 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI HEPMASS
    MMD-CD· 2024-03-13
    13.7
    best: 13.8 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI HEPMASS
    MMD-EMD· 2024-03-13
    0.153
    best: 0.158 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI MINIBOONE
    CD· 2024-03-13
    24.5
    best: 24.6 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI MINIBOONE
    EMD· 2024-03-13
    0.268
    best: 0.27 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI MINIBOONE
    MMD-CD· 2024-03-13
    24
    best: 24.1 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonMNIST
    MMD-L2· 2024-03-13
    11
    best: 17.3 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonFreyfaces
    MMD-L2· 2024-03-13
    0.621
    best: 0.834 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonOMNIGLOT
    MMD-L2· 2024-03-13
    20.3
    best: 20.5 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI POWER
    CD· 2024-03-13
    0.142
    best: 0.153 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI POWER
    EMD· 2024-03-13
    0.105
    best: 0.116 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI POWER
    MMD-CD· 2024-03-13
    0.135
    best: 0.144 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216
  • Density EstimationonUCI POWER
    MMD-EMD· 2024-03-13
    0.098
    best: 0.111 (FFJORD)
    PaddingFlow: Improving Normalizing Flows with Padding-Dimensional NoisearXiv:2403.08216