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Models/CRF

CRF

Reported on 12 benchmarks across 2 tasks

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

Computer Vision12 results

  • Situation RecognitiononimSitu
    Top-1 Verb
    32.34
    best: 58.88 (Ours)
  • Situation RecognitiononimSitu
    Top-1 Verb & Value
    24.64
    best: 35.98 (CoFormer)
  • Situation RecognitiononimSitu
    Top-5 Verbs
    58.88
    best: 85.69 (ClipSitu)
  • Situation RecognitiononimSitu
    Top-5 Verbs & Value
    42.76
    best: 68.42 (ClipSitu)
  • Situation RecognitiononSWiG
    Top-1 Verb
    32.34
    best: 58.88 (Ours (CoFormer+))
  • Situation RecognitiononSWiG
    Top-1 Verb & Value
    24.64
    best: 51.1 (Ours (CoFormer+))
  • Situation RecognitiononSWiG
    Top-5 Verbs
    58.88
    best: 85.69 (ClipSitu)
  • Situation RecognitiononSWiG
    Top-5 Verbs & Value
    42.76
    best: 68.42 (ClipSitu)
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb
    32.34
    best: 58.88 (Ours (CoFormer+))
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb & Value
    24.64
    best: 51.1 (Ours (CoFormer+))
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs
    58.88
    best: 85.69 (ClipSitu)
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs & Value
    42.76
    best: 68.42 (ClipSitu)