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Models/IFTPP

IFTPP

Reported on 16 benchmarks across 1 task · 1 paper · 6 SOTA

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

Methodology16 results

  • Point ProcessesonAmazon MTPP
    MAE· 2024-06-20
    0.242
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonStackOverflow MTPP
    MAE· 2024-06-20
    0.641
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonStackOverflow MTPP
    OTD· 2024-06-20
    13.64
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonRetweet MTPP
    MAE· 2024-06-20
    18.27
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonRetweet MTPP
    OTD· 2024-06-20
    172.7
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAgeGroup Transactions MTPP
    MAE· 2024-06-20
    0.693
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAmazon MTPP
    Accuracy (%)· 2024-06-20
    35.73
    best: 35.76 (RMTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAmazon MTPP
    OTD· 2024-06-20
    6.52
    best: 9.02 (NHP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAmazon MTPP
    T-mAP· 2024-06-20
    22.56
    best: 37.18 (DeTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonStackOverflow MTPP
    Accuracy (%)· 2024-06-20
    45.41
    best: 45.43 (RMTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonStackOverflow MTPP
    T-mAP· 2024-06-20
    8.31
    best: 23.11 (DeTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonRetweet MTPP
    Accuracy (%)· 2024-06-20
    59.95
    best: 60.08 (NHP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonRetweet MTPP
    T-mAP· 2024-06-20
    31.75
    best: 57.37 (DeTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAgeGroup Transactions MTPP
    Accuracy (%)· 2024-06-20
    34.08
    best: 35.6 (ODE-RNN)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAgeGroup Transactions MTPP
    OTD· 2024-06-20
    6.9
    best: 6.97 (NHP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAgeGroup Transactions MTPP
    T-mAP· 2024-06-20
    5.88
    best: 9.17 (DeTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341