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Models/Action Changes (cls)

Action Changes (cls)

Reported on 45 benchmarks across 3 tasks · 2 papers · 33 SOTA

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

Computer Vision51 results

  • VideoonVATEX Adverbs
    mAP M· 2023-03-27
    0.108
    best: 0.113 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonVATEX Adverbs
    mAP W· 2023-03-27
    0.283
    best: 0.29 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonAIR
    mAP M· 2023-03-27
    0.289
    best: 0.418 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonAIR
    mAP W· 2023-03-27
    0.613
    best: 0.704 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonHowTo100M Adverbs
    mAP M· 2023-03-27
    0.423
    best: 0.528 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonHowTo100M Adverbs
    mAP W· 2023-03-27
    0.555
    best: 0.567 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonActivityNet Adverbs
    Acc-A· 2023-03-27
    0.741
    best: 58.4 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonActivityNet Adverbs
    mAP M· 2023-03-27
    0.096
    best: 0.175 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonActivityNet Adverbs
    mAP W· 2023-03-27
    0.13
    best: 0.239 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonMSR-VTT Adverbs
    mAP M· 2023-03-27
    0.131
    best: 0.228 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonMSR-VTT Adverbs
    mAP W· 2023-03-27
    0.305
    best: 0.378 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonVATEX Adverbs
    mAP M· 2023-03-27
    0.108
    best: 0.113 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonVATEX Adverbs
    mAP W· 2023-03-27
    0.283
    best: 0.29 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonAIR
    mAP M· 2023-03-27
    0.289
    best: 0.418 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonAIR
    mAP W· 2023-03-27
    0.613
    best: 0.704 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonHowTo100M Adverbs
    mAP M· 2023-03-27
    0.423
    best: 0.528 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonHowTo100M Adverbs
    mAP W· 2023-03-27
    0.555
    best: 0.567 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonActivityNet Adverbs
    Acc-A· 2023-03-27
    0.741
    best: 58.4 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonActivityNet Adverbs
    mAP M· 2023-03-27
    0.096
    best: 0.175 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonActivityNet Adverbs
    mAP W· 2023-03-27
    0.13
    best: 0.239 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonMSR-VTT Adverbs
    mAP M· 2023-03-27
    0.131
    best: 0.228 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonMSR-VTT Adverbs
    mAP W· 2023-03-27
    0.305
    best: 0.378 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonVATEX Adverbs
    mAP M· 2023-03-27
    0.108
    best: 0.113 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonVATEX Adverbs
    mAP W· 2023-03-27
    0.283
    best: 0.29 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonAIR
    mAP M· 2023-03-27
    0.289
    best: 0.418 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonAIR
    mAP W· 2023-03-27
    0.613
    best: 0.704 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonHowTo100M Adverbs
    mAP M· 2023-03-27
    0.423
    best: 0.528 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonHowTo100M Adverbs
    mAP W· 2023-03-27
    0.555
    best: 0.567 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonActivityNet Adverbs
    Acc-A· 2023-03-27
    0.741
    best: 58.4 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonActivityNet Adverbs
    mAP M· 2023-03-27
    0.096
    best: 0.175 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonActivityNet Adverbs
    mAP W· 2023-03-27
    0.13
    best: 0.239 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonMSR-VTT Adverbs
    mAP M· 2023-03-27
    0.131
    best: 0.228 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonMSR-VTT Adverbs
    mAP W· 2023-03-27
    0.305
    best: 0.378 (ReGaDa)
    SOTA
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonMSR-VTT Adverbs
    Acc-A· 2023-09-26
    53.7
    best: 61 (ReGaDa)
    Video-adverb retrieval with compositional adverb-action embeddingsarXiv:2309.15086
  • VideoonVATEX Adverbs
    Acc-A· 2023-09-26
    54.3
    best: 61.7 (ReGaDa)
    Video-adverb retrieval with compositional adverb-action embeddingsarXiv:2309.15086
  • Video RetrievalonMSR-VTT Adverbs
    Acc-A· 2023-09-26
    53.7
    best: 61 (ReGaDa)
    Video-adverb retrieval with compositional adverb-action embeddingsarXiv:2309.15086
  • Video RetrievalonVATEX Adverbs
    Acc-A· 2023-09-26
    54.3
    best: 61.7 (ReGaDa)
    Video-adverb retrieval with compositional adverb-action embeddingsarXiv:2309.15086
  • Video-Adverb RetrievalonMSR-VTT Adverbs
    Acc-A· 2023-09-26
    53.7
    best: 61 (ReGaDa)
    Video-adverb retrieval with compositional adverb-action embeddingsarXiv:2309.15086
  • Video-Adverb RetrievalonVATEX Adverbs
    Acc-A· 2023-09-26
    54.3
    best: 61.7 (ReGaDa)
    Video-adverb retrieval with compositional adverb-action embeddingsarXiv:2309.15086
  • VideoonVATEX Adverbs
    Acc-A· 2023-03-27
    0.754
    best: 61.7 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonAIR
    Acc-A· 2023-03-27
    0.837
    best: 0.874 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonHowTo100M Adverbs
    Acc-A· 2023-03-27
    0.786
    best: 0.817 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • VideoonMSR-VTT Adverbs
    Acc-A· 2023-03-27
    0.751
    best: 61 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonVATEX Adverbs
    Acc-A· 2023-03-27
    0.754
    best: 61.7 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonAIR
    Acc-A· 2023-03-27
    0.837
    best: 0.874 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonHowTo100M Adverbs
    Acc-A· 2023-03-27
    0.786
    best: 0.817 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video RetrievalonMSR-VTT Adverbs
    Acc-A· 2023-03-27
    0.751
    best: 61 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonVATEX Adverbs
    Acc-A· 2023-03-27
    0.754
    best: 61.7 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonAIR
    Acc-A· 2023-03-27
    0.837
    best: 0.874 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonHowTo100M Adverbs
    Acc-A· 2023-03-27
    0.786
    best: 0.817 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086
  • Video-Adverb RetrievalonMSR-VTT Adverbs
    Acc-A· 2023-03-27
    0.751
    best: 61 (ReGaDa)
    Learning Action Changes by Measuring Verb-Adverb Textual RelationshipsarXiv:2303.15086