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Models/TextKG

TextKG

Reported on 8 benchmarks across 1 task · 1 paper

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

Computer Vision8 results

  • Video CaptioningonMSR-VTT
    BLEU-4· 2023-03-22
    46.6
    best: 57.8 (mPLUG-2)
    Text with Knowledge Graph Augmented Transformer for Video CaptioningarXiv:2303.12423
  • Video CaptioningonMSR-VTT
    CIDEr· 2023-03-22
    60.8
    best: 80 (mPLUG-2)
    Text with Knowledge Graph Augmented Transformer for Video CaptioningarXiv:2303.12423
  • Video CaptioningonMSR-VTT
    METEOR· 2023-03-22
    30.5
    best: 38.7 (MV-GPT)
    Text with Knowledge Graph Augmented Transformer for Video CaptioningarXiv:2303.12423
  • Video CaptioningonMSR-VTT
    ROUGE-L· 2023-03-22
    64.8
    best: 70.1 (mPLUG-2)
    Text with Knowledge Graph Augmented Transformer for Video CaptioningarXiv:2303.12423
  • Video CaptioningonYouCook2
    BLEU-4· 2023-03-22
    11.7
    best: 18.2 (VAST)
    Text with Knowledge Graph Augmented Transformer for Video CaptioningarXiv:2303.12423
  • Video CaptioningonYouCook2
    CIDEr· 2023-03-22
    1.33
    best: 116.4 (HowToCaption)
    Text with Knowledge Graph Augmented Transformer for Video CaptioningarXiv:2303.12423
  • Video CaptioningonYouCook2
    METEOR· 2023-03-22
    14.8
    best: 22.56 (UniVL + MELTR)
    Text with Knowledge Graph Augmented Transformer for Video CaptioningarXiv:2303.12423
  • Video CaptioningonYouCook2
    ROUGE-L· 2023-03-22
    40.2
    best: 47.04 (UniVL + MELTR)
    Text with Knowledge Graph Augmented Transformer for Video CaptioningarXiv:2303.12423