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Models/CO2-Net

CO2-Net

Reported on 65 benchmarks across 6 tasks · 1 paper · 27 SOTA

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

Computer Vision60 results

  • VideoonTHUMOS’14
    mAP IOU@0.8· 2021-07-27
    6.9
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.9· 2021-07-27
    2
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS 2014
    mAP@0.5· 2021-07-27
    38.3
    best: 52.2 (HR-Pro)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.8· 2021-07-27
    6.9
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.9· 2021-07-27
    2
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.5· 2021-07-27
    38.3
    best: 52.2 (HR-Pro)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.8· 2021-07-27
    6.9
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.9· 2021-07-27
    2
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS 2014
    mAP@0.5· 2021-07-27
    38.3
    best: 52.2 (HR-Pro)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.5· 2021-07-27
    38.3
    best: 52.2 (HR-Pro)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2021-07-27
    70.1
    best: 71.2 (ASM-Loc)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2021-07-27
    63.6
    best: 65.5 (ASM-Loc)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2021-07-27
    54.5
    best: 57.1 (ASM-Loc)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2021-07-27
    45.7
    best: 46.8 (ASM-Loc)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2021-07-27
    26.4
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2021-07-27
    13.4
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.8· 2021-07-27
    6.9
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.9· 2021-07-27
    2
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.1· 2021-07-27
    70.1
    best: 74.02 (TSP)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.2· 2021-07-27
    63.6
    best: 72.29 (TSP)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.3· 2021-07-27
    54.5
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.4· 2021-07-27
    45.7
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.6· 2021-07-27
    26.4
    best: 71 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.7· 2021-07-27
    13.4
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS 2014
    mAP@0.1:0.5· 2021-07-27
    54.4
    best: 71.6 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • VideoonTHUMOS 2014
    mAP@0.1:0.7· 2021-07-27
    44.6
    best: 60.3 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2021-07-27
    70.1
    best: 74.02 (TSP)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2021-07-27
    63.6
    best: 72.29 (TSP)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2021-07-27
    54.5
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2021-07-27
    45.7
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2021-07-27
    26.4
    best: 71 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2021-07-27
    13.4
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· 2021-07-27
    54.4
    best: 71.6 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· 2021-07-27
    44.6
    best: 60.3 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2021-07-27
    70.1
    best: 74.02 (TSP)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2021-07-27
    63.6
    best: 72.29 (TSP)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2021-07-27
    54.5
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2021-07-27
    45.7
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2021-07-27
    26.4
    best: 71 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2021-07-27
    13.4
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· 2021-07-27
    54.4
    best: 71.6 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· 2021-07-27
    44.6
    best: 60.3 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· 2021-07-27
    54.4
    best: 71.6 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· 2021-07-27
    44.6
    best: 60.3 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589

Methodology15 results

  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.8· 2021-07-27
    6.9
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.9· 2021-07-27
    2
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.5· 2021-07-27
    38.3
    best: 52.2 (HR-Pro)
    SOTA
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.1· 2021-07-27
    70.1
    best: 74.02 (TSP)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.2· 2021-07-27
    63.6
    best: 72.29 (TSP)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.3· 2021-07-27
    54.5
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.4· 2021-07-27
    45.7
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.6· 2021-07-27
    26.4
    best: 71 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.7· 2021-07-27
    13.4
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.5· 2021-07-27
    38.3
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS’14
    mAP@AVG(0.1:0.9)· 2021-07-27
    35.7
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.1:0.5· 2021-07-27
    54.4
    best: 71.6 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.1:0.7· 2021-07-27
    44.6
    best: 60.3 (HR-Pro)
    Cross-modal Consensus Network for Weakly Supervised Temporal Action LocalizationarXiv:2107.12589