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Models/CRF + Aug

CRF + Aug

Reported on 12 benchmarks across 2 tasks · 1 paper · 12 SOTA

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· 2016-12-03
    34.12
    best: 58.88 (Ours)
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Situation RecognitiononimSitu
    Top-1 Verb & Value· 2016-12-03
    26.45
    best: 35.98 (CoFormer)
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Situation RecognitiononimSitu
    Top-5 Verbs· 2016-12-03
    62.59
    best: 85.69 (ClipSitu)
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Situation RecognitiononimSitu
    Top-5 Verbs & Value· 2016-12-03
    46.88
    best: 68.42 (ClipSitu)
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Situation RecognitiononSWiG
    Top-1 Verb· 2016-12-03
    34.12
    best: 58.88 (Ours (CoFormer+))
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Situation RecognitiononSWiG
    Top-1 Verb & Value· 2016-12-03
    26.45
    best: 51.1 (Ours (CoFormer+))
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Situation RecognitiononSWiG
    Top-5 Verbs· 2016-12-03
    62.59
    best: 85.69 (ClipSitu)
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Situation RecognitiononSWiG
    Top-5 Verbs & Value· 2016-12-03
    46.88
    best: 68.42 (ClipSitu)
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb· 2016-12-03
    34.12
    best: 58.88 (Ours (CoFormer+))
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb & Value· 2016-12-03
    26.45
    best: 51.1 (Ours (CoFormer+))
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs· 2016-12-03
    62.59
    best: 85.69 (ClipSitu)
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs & Value· 2016-12-03
    46.88
    best: 68.42 (ClipSitu)
    SOTA
    Commonly Uncommon: Semantic Sparsity in Situation RecognitionarXiv:1612.00901