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Models/FAR

FAR

Reported on 16 benchmarks across 5 tasks · 2 papers · 8 SOTA

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

Natural Language Processing7 results

  • Video GenerationonUCF-101
    FVD16· 2025-03-25
    57
    best: 2460 (MCVD)
    Long-Context Autoregressive Video Modeling with Next-Frame PredictionarXiv:2503.19325
  • SummarizationonarXiv Summarization Dataset
    ROUGE-1· uses extra data
    40.92
  • SummarizationonarXiv Summarization Dataset
    ROUGE-2· uses extra data
    13.75
  • SummarizationonarXiv Summarization Dataset
    ROUGE-L· uses extra data
    35.56
  • SummarizationonPubmed
    ROUGE-1
    41.98
    best: 43.58 (HipoRank)
  • SummarizationonPubmed
    ROUGE-2
    15.66
    best: 17 (HipoRank)
  • SummarizationonPubmed
    ROUGE-L
    37.58
    best: 39.31 (HipoRank)

Robots4 results

  • Activity RecognitiononDrone-Action
    Top 1 Accuracy· 2022-03-21
    92.7
    SOTA
    FAR: Fourier Aerial Video RecognitionarXiv:2203.10694
  • Activity RecognitiononUAV-Human
    Top 1 Accuracy· 2022-03-21
    39.1
    best: 55 (PMI Sampler)
    SOTA
    FAR: Fourier Aerial Video RecognitionarXiv:2203.10694
  • Activity RecognitiononUAV Human
    Top 1 Accuracy· 2022-03-21
    38.6
    SOTA
    FAR: Fourier Aerial Video RecognitionarXiv:2203.10694
  • Activity RecognitiononNEC Drone
    Top 1 Accuracy· 2022-03-21
    71.46
    SOTA
    FAR: Fourier Aerial Video RecognitionarXiv:2203.10694

Time Series4 results

  • Action RecognitiononDrone-Action
    Top 1 Accuracy· 2022-03-21
    92.7
    SOTA
    FAR: Fourier Aerial Video RecognitionarXiv:2203.10694
  • Action RecognitiononUAV-Human
    Top 1 Accuracy· 2022-03-21
    39.1
    best: 55 (PMI Sampler)
    SOTA
    FAR: Fourier Aerial Video RecognitionarXiv:2203.10694
  • Action RecognitiononUAV Human
    Top 1 Accuracy· 2022-03-21
    38.6
    SOTA
    FAR: Fourier Aerial Video RecognitionarXiv:2203.10694
  • Action RecognitiononNEC Drone
    Top 1 Accuracy· 2022-03-21
    71.46
    SOTA
    FAR: Fourier Aerial Video RecognitionarXiv:2203.10694

Computer Vision1 result

  • VideoonUCF-101
    FVD16· 2025-03-25
    57
    best: 2460 (MCVD)
    Long-Context Autoregressive Video Modeling with Next-Frame PredictionarXiv:2503.19325