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Reported on 25 benchmarks across 2 tasks · 1 paper · 1 SOTA

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

Natural Language Processing24 results

  • Image Captioningonnocaps near-domain
    B1
    72.91
    best: 88.9 (GIT2, Single Model)
  • Image Captioningonnocaps near-domain
    B2
    53.74
    best: 75.86 (GIT2, Single Model)
  • Image Captioningonnocaps near-domain
    B3
    33.49
    best: 58.99 (PaLI)
  • Image Captioningonnocaps near-domain
    B4
    18.04
    best: 39.98 (PaLI)
  • Image Captioningonnocaps near-domain
    CIDEr
    58.5
    best: 125.51 (GIT2, Single Model)
  • Image Captioningonnocaps near-domain
    METEOR
    23.12
    best: 33.47 (PaLI)
  • Image Captioningonnocaps near-domain
    ROUGE-L
    50.53
    best: 63.99 (PaLI)
  • Image Captioningonnocaps near-domain
    SPICE
    10.28
    best: 16.11 (GIT2, Single Model)
  • Image Captioningonnocaps entire
    B1
    71.69
    best: 88.1 (GIT, Single Model)
  • Image Captioningonnocaps entire
    B2
    52.04
    best: 74.81 (GIT, Single Model)
  • Image Captioningonnocaps entire
    B3
    31.7
    best: 57.68 (GIT, Single Model)
  • Image Captioningonnocaps entire
    B4
    16.73
    best: 37.71 (CoCa - Google Brain)
  • Image Captioningonnocaps entire
    CIDEr
    55.97
    best: 126.8 (Lyrics)
  • Image Captioningonnocaps entire
    METEOR
    22.53
    best: 32.5 (GIT, Single Model)
  • Image Captioningonnocaps entire
    ROUGE-L
    49.64
    best: 63.12 (GIT, Single Model)
  • Image Captioningonnocaps entire
    SPICE
    10.1
    best: 15.94 (GIT, Single Model)
  • Image Captioningonnocaps in-domain
    B1
    74.35
    best: 88.86 (GIT2, Single Model)
  • Image Captioningonnocaps in-domain
    B2
    55.97
    best: 76.1 (GIT, Single Model)
  • Image Captioningonnocaps in-domain
    B3
    36.12
    best: 60.53 (GIT, Single Model)
  • Image Captioningonnocaps in-domain
    B4
    20.84
    best: 41.65 (GIT, Single Model)
  • Image Captioningonnocaps in-domain
    CIDEr
    70.33
    best: 149.1 (PaLI)
  • Image Captioningonnocaps in-domain
    METEOR
    25.1
    best: 34.22 (PaLI)
  • Image Captioningonnocaps in-domain
    ROUGE-L
    52.26
    best: 64.39 (PaLI)
  • Image Captioningonnocaps in-domain
    SPICE
    11.07
    best: 16.36 (GIT2, Single Model)

Computer Vision1 result

  • Visual Place RecognitiononKITTI
    Average F1· 2021-07-01
    0.932
    SOTA
    SSC: Semantic Scan Context for Large-Scale Place RecognitionarXiv:2107.00382