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Models/CoFormer

CoFormer

Reported on 16 benchmarks across 2 tasks · 1 paper · 14 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· 2022-03-30
    44.66
    best: 58.88 (Ours)
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononimSitu
    Top-1 Verb & Value· 2022-03-30
    35.98
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononimSitu
    Top-5 Verbs· 2022-03-30
    73.31
    best: 85.69 (ClipSitu)
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononimSitu
    Top-5 Verbs & Value· 2022-03-30
    57.76
    best: 68.42 (ClipSitu)
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononSWiG
    Top-1 Verb· 2022-03-30
    44.66
    best: 58.88 (Ours (CoFormer+))
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononSWiG
    Top-1 Verb & Value· 2022-03-30
    35.98
    best: 51.1 (Ours (CoFormer+))
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononSWiG
    Top-5 Verbs· 2022-03-30
    73.31
    best: 85.69 (ClipSitu)
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononSWiG
    Top-5 Verbs & Grounded-Value· 2022-03-30
    46.25
    best: 58.23 (Ours (CoFormer+))
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononSWiG
    Top-5 Verbs & Value· 2022-03-30
    57.76
    best: 68.42 (ClipSitu)
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb· 2022-03-30
    44.66
    best: 58.88 (Ours (CoFormer+))
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb & Value· 2022-03-30
    35.98
    best: 51.1 (Ours (CoFormer+))
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs· 2022-03-30
    73.31
    best: 85.69 (ClipSitu)
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs & Grounded-Value· 2022-03-30
    46.25
    best: 58.23 (Ours (CoFormer+))
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Grounded Situation RecognitiononSWiG
    Top-5 Verbs & Value· 2022-03-30
    57.76
    best: 68.42 (ClipSitu)
    SOTA
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Situation RecognitiononSWiG
    Top-1 Verb & Grounded-Value· 2022-03-30
    29.05
    best: 41.28 (Ours (CoFormer+))
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518
  • Grounded Situation RecognitiononSWiG
    Top-1 Verb & Grounded-Value· 2022-03-30
    29.05
    best: 41.28 (Ours (CoFormer+))
    Collaborative Transformers for Grounded Situation RecognitionarXiv:2203.16518