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Models/SituFormer

SituFormer

Reported on 16 benchmarks across 2 tasks · 1 paper · 16 SOTA

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

Computer Vision16 results

  • Situation RecognitiononimSitu
    Top-1 Verb· 2021-12-10
    44.2
    best: 58.88 (Ours)
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononimSitu
    Top-1 Verb & Value· 2021-12-10
    35.24
    best: 35.98 (CoFormer)
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononimSitu
    Top-5 Verbs· 2021-12-10
    71.21
    best: 85.69 (ClipSitu)
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononimSitu
    Top-5 Verbs & Value· 2021-12-10
    55.75
    best: 68.42 (ClipSitu)
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononSWiG
    Top-1 Verb· 2021-12-10
    44.2
    best: 58.88 (Ours (CoFormer+))
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononSWiG
    Top-1 Verb & Grounded-Value· 2021-12-10
    29.22
    best: 41.28 (Ours (CoFormer+))
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononSWiG
    Top-1 Verb & Value· 2021-12-10
    35.24
    best: 51.1 (Ours (CoFormer+))
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononSWiG
    Top-5 Verbs· 2021-12-10
    71.21
    best: 85.69 (ClipSitu)
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononSWiG
    Top-5 Verbs & Grounded-Value· 2021-12-10
    46
    best: 58.23 (Ours (CoFormer+))
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Situation RecognitiononSWiG
    Top-5 Verbs & Value· 2021-12-10
    55.75
    best: 68.42 (ClipSitu)
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb· 2021-12-10
    44.2
    best: 58.88 (Ours (CoFormer+))
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb & Grounded-Value· 2021-12-10
    29.22
    best: 41.28 (Ours (CoFormer+))
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb & Value· 2021-12-10
    35.24
    best: 51.1 (Ours (CoFormer+))
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs· 2021-12-10
    71.21
    best: 85.69 (ClipSitu)
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs & Grounded-Value· 2021-12-10
    46
    best: 58.23 (Ours (CoFormer+))
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs & Value· 2021-12-10
    55.75
    best: 68.42 (ClipSitu)
    SOTA
    Rethinking the Two-Stage Framework for Grounded Situation RecognitionarXiv:2112.05375