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Models/SEM-POS

SEM-POS

Reported on 16 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.

Computer Vision16 results

  • Video CaptioningonMSVD-CTN
    CIDEr· 2023-03-26
    37.16
    best: 63.51 (CEN)
    SOTA
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSVD-CTN
    ROUGE-L· 2023-03-26
    25.39
    best: 31.46 (CEN)
    SOTA
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSVD-CTN
    SPICE· 2023-03-26
    14.46
    best: 19.25 (CEN)
    SOTA
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSVD
    GS· 2023-03-26
    607.1
    SOTA
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSRVTT-CTN
    CIDEr· 2023-03-26
    26.01
    best: 49.87 (CEN)
    SOTA
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSRVTT-CTN
    ROUGE-L· 2023-03-26
    20.11
    best: 27.9 (CEN)
    SOTA
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSRVTT-CTN
    SPICE· 2023-03-26
    12.09
    best: 15.76 (CEN)
    SOTA
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSR-VTT
    BLEU-4· 2023-03-26
    45.2
    best: 57.8 (mPLUG-2)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSR-VTT
    CIDEr· 2023-03-26
    53.1
    best: 80 (mPLUG-2)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSR-VTT
    GS· 2023-03-26
    192.6
    best: 201.6 (GIT2)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSR-VTT
    METEOR· 2023-03-26
    30.7
    best: 38.7 (MV-GPT)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSR-VTT
    ROUGE-L· 2023-03-26
    64.1
    best: 70.1 (mPLUG-2)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSVD
    BLEU-4· 2023-03-26
    60.1
    best: 80.7 (VALOR)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSVD
    CIDEr· 2023-03-26
    108.3
    best: 195.6 (MaMMUT)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSVD
    METEOR· 2023-03-26
    38.5
    best: 51.2 (VLAB)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829
  • Video CaptioningonMSVD
    ROUGE-L· 2023-03-26
    76
    best: 87.9 (VLAB)
    SEM-POS: Grammatically and Semantically Correct Video CaptioningarXiv:2303.14829