TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/NHP

NHP

Reported on 12 benchmarks across 1 task · 1 paper · 7 SOTA

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

Methodology12 results

  • Point ProcessesonAmazon MTPP
    MAE· 2024-06-20
    0.449
    best: 0.242 (IFTPP)
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAmazon MTPP
    OTD· 2024-06-20
    9.02
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAmazon MTPP
    T-mAP· 2024-06-20
    26.29
    best: 37.18 (DeTPP)
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonRetweet MTPP
    Accuracy (%)· 2024-06-20
    60.08
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonRetweet MTPP
    MAE· 2024-06-20
    18.42
    best: 18.27 (IFTPP)
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAgeGroup Transactions MTPP
    MAE· 2024-06-20
    0.696
    best: 0.693 (IFTPP)
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAgeGroup Transactions MTPP
    OTD· 2024-06-20
    6.97
    SOTA
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAmazon MTPP
    Accuracy (%)· 2024-06-20
    11.06
    best: 35.76 (RMTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonRetweet MTPP
    OTD· 2024-06-20
    165.8
    best: 172.7 (IFTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonRetweet MTPP
    T-mAP· 2024-06-20
    45.07
    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
    35.43
    best: 35.6 (ODE-RNN)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341
  • Point ProcessesonAgeGroup Transactions MTPP
    T-mAP· 2024-06-20
    5.61
    best: 9.17 (DeTPP)
    HoTPP Benchmark: Are We Good at the Long Horizon Events Forecasting?arXiv:2406.14341