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Models/TemporalMaxer

TemporalMaxer

Reported on 64 benchmarks across 4 tasks · 1 paper · 64 SOTA

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

Computer Vision48 results

  • VideoonMultiTHUMOS
    Average mAP· 2023-03-16
    29.9
    best: 37.5 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.1· 2023-03-16
    49.1
    best: 53.42 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.2· 2023-03-16
    47.5
    best: 57.7 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.3· 2023-03-16
    44.3
    best: 47.41 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.4· 2023-03-16
    39.4
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.5· 2023-03-16
    33.4
    best: 42.7 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.6· 2023-03-16
    26.5
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.7· 2023-03-16
    17.4
    best: 24.3 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.8· 2023-03-16
    9.1
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMultiTHUMOS
    mAP IOU@0.9· 2023-03-16
    2.24
    best: 4.02 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMUSES
    mAP· 2023-03-16
    27.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMUSES
    mAP@0.3· 2023-03-16
    36.7
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMUSES
    mAP@0.4· 2023-03-16
    33.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMUSES
    mAP@0.5· 2023-03-16
    27.8
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMUSES
    mAP@0.6· 2023-03-16
    21.9
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • VideoonMUSES
    mAP@0.7· 2023-03-16
    16.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    Average mAP· 2023-03-16
    29.9
    best: 37.5 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.1· 2023-03-16
    49.1
    best: 53.42 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.2· 2023-03-16
    47.5
    best: 57.7 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.3· 2023-03-16
    44.3
    best: 47.41 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.4· 2023-03-16
    39.4
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.5· 2023-03-16
    33.4
    best: 42.7 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.6· 2023-03-16
    26.5
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.7· 2023-03-16
    17.4
    best: 24.3 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.8· 2023-03-16
    9.1
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMultiTHUMOS
    mAP IOU@0.9· 2023-03-16
    2.24
    best: 4.02 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMUSES
    mAP· 2023-03-16
    27.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMUSES
    mAP@0.3· 2023-03-16
    36.7
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMUSES
    mAP@0.4· 2023-03-16
    33.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMUSES
    mAP@0.5· 2023-03-16
    27.8
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMUSES
    mAP@0.6· 2023-03-16
    21.9
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Temporal Action LocalizationonMUSES
    mAP@0.7· 2023-03-16
    16.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    Average mAP· 2023-03-16
    29.9
    best: 37.5 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.1· 2023-03-16
    49.1
    best: 53.42 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.2· 2023-03-16
    47.5
    best: 57.7 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.3· 2023-03-16
    44.3
    best: 47.41 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.4· 2023-03-16
    39.4
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.5· 2023-03-16
    33.4
    best: 42.7 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.6· 2023-03-16
    26.5
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.7· 2023-03-16
    17.4
    best: 24.3 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.8· 2023-03-16
    9.1
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMultiTHUMOS
    mAP IOU@0.9· 2023-03-16
    2.24
    best: 4.02 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMUSES
    mAP· 2023-03-16
    27.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMUSES
    mAP@0.3· 2023-03-16
    36.7
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMUSES
    mAP@0.4· 2023-03-16
    33.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMUSES
    mAP@0.5· 2023-03-16
    27.8
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMUSES
    mAP@0.6· 2023-03-16
    21.9
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Action LocalizationonMUSES
    mAP@0.7· 2023-03-16
    16.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055

Methodology16 results

  • Zero-Shot LearningonMultiTHUMOS
    Average mAP· 2023-03-16
    29.9
    best: 37.5 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.1· 2023-03-16
    49.1
    best: 53.42 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.2· 2023-03-16
    47.5
    best: 57.7 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.3· 2023-03-16
    44.3
    best: 47.41 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.4· 2023-03-16
    39.4
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.5· 2023-03-16
    33.4
    best: 42.7 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.6· 2023-03-16
    26.5
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.7· 2023-03-16
    17.4
    best: 24.3 (TriDet (VideoMAEv2))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.8· 2023-03-16
    9.1
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMultiTHUMOS
    mAP IOU@0.9· 2023-03-16
    2.24
    best: 4.02 (DualDETR (I3D-rgb))
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMUSES
    mAP· 2023-03-16
    27.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMUSES
    mAP@0.3· 2023-03-16
    36.7
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMUSES
    mAP@0.4· 2023-03-16
    33.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMUSES
    mAP@0.5· 2023-03-16
    27.8
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMUSES
    mAP@0.6· 2023-03-16
    21.9
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055
  • Zero-Shot LearningonMUSES
    mAP@0.7· 2023-03-16
    16.2
    SOTA
    TemporalMaxer: Maximize Temporal Context with only Max Pooling for Temporal Action LocalizationarXiv:2303.09055