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Models/ACM-Net

ACM-Net

Reported on 45 benchmarks across 5 tasks · 1 paper · 10 SOTA

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

Computer Vision36 results

  • VideoonActivityNet-1.3
    mAP@0.5· 2021-04-07
    40.1
    best: 45.1 (PivoTAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • VideoonActivityNet-1.3
    mAP@0.5:0.95· 2021-04-07
    24.6
    best: 28.8 (SAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonActivityNet-1.3
    mAP@0.5· 2021-04-07
    40.1
    best: 45.1 (PivoTAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95· 2021-04-07
    24.6
    best: 28.8 (SAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonActivityNet-1.3
    mAP@0.5· 2021-04-07
    40.1
    best: 45.1 (PivoTAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95· 2021-04-07
    24.6
    best: 28.8 (SAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonActivityNet-1.3
    mAP@0.5· 2021-04-07
    40.1
    best: 45.1 (PivoTAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95· 2021-04-07
    24.6
    best: 28.8 (SAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • VideoonTHUMOS 2014
    mAP@0.1:0.5· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • VideoonTHUMOS 2014
    mAP@0.1:0.7· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • VideoonTHUMOS 2014
    mAP@0.5· 2021-04-07
    34.6
    best: 52.2 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • VideoonTHUMOS14
    avg-mAP (0.1-0.5)· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • VideoonTHUMOS14
    avg-mAP (0.1:0.7)· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • VideoonTHUMOS14
    avg-mAP (0.3-0.7)· 2021-04-07
    33.4
    best: 51.1 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • VideoonTHUMOS’14
    mAP@0.5· 2021-04-07
    34.6
    best: 45.3 (LACP)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.5· 2021-04-07
    34.6
    best: 52.2 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonTHUMOS14
    avg-mAP (0.1-0.5)· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonTHUMOS14
    avg-mAP (0.1:0.7)· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonTHUMOS14
    avg-mAP (0.3-0.7)· 2021-04-07
    33.4
    best: 51.1 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Temporal Action LocalizationonTHUMOS’14
    mAP@0.5· 2021-04-07
    34.6
    best: 45.3 (LACP)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonTHUMOS 2014
    mAP@0.5· 2021-04-07
    34.6
    best: 52.2 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonTHUMOS14
    avg-mAP (0.1-0.5)· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonTHUMOS14
    avg-mAP (0.1:0.7)· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonTHUMOS14
    avg-mAP (0.3-0.7)· 2021-04-07
    33.4
    best: 51.1 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Action LocalizationonTHUMOS’14
    mAP@0.5· 2021-04-07
    34.6
    best: 45.3 (LACP)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.5· 2021-04-07
    34.6
    best: 52.2 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonTHUMOS14
    avg-mAP (0.1-0.5)· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonTHUMOS14
    avg-mAP (0.1:0.7)· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonTHUMOS14
    avg-mAP (0.3-0.7)· 2021-04-07
    33.4
    best: 51.1 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Weakly Supervised Action LocalizationonTHUMOS’14
    mAP@0.5· 2021-04-07
    34.6
    best: 45.3 (LACP)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967

Methodology9 results

  • Zero-Shot LearningonActivityNet-1.3
    mAP@0.5· 2021-04-07
    40.1
    best: 45.1 (PivoTAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Zero-Shot LearningonActivityNet-1.3
    mAP@0.5:0.95· 2021-04-07
    24.6
    best: 28.8 (SAL)
    SOTA
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.1:0.5· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.1:0.7· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.5· 2021-04-07
    34.6
    best: 52.2 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Zero-Shot LearningonTHUMOS14
    avg-mAP (0.1-0.5)· 2021-04-07
    53.2
    best: 71.6 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Zero-Shot LearningonTHUMOS14
    avg-mAP (0.1:0.7)· 2021-04-07
    42.6
    best: 60.3 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Zero-Shot LearningonTHUMOS14
    avg-mAP (0.3-0.7)· 2021-04-07
    33.4
    best: 51.1 (HR-Pro)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967
  • Zero-Shot LearningonTHUMOS’14
    mAP@0.5· 2021-04-07
    34.6
    best: 45.3 (LACP)
    ACM-Net: Action Context Modeling Network for Weakly-Supervised Temporal Action LocalizationarXiv:2104.02967