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Models/AdaTAD (VideoMAEv2-giant)

AdaTAD (VideoMAEv2-giant)

Reported on 40 benchmarks across 4 tasks · 1 paper · 36 SOTA

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

Computer Vision30 results

  • VideoonActivityNet-1.3
    mAP IOU@0.5· 2023-11-28
    61.72
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonActivityNet-1.3
    mAP IOU@0.75· 2023-11-28
    43.35
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonActivityNet-1.3
    mAP IOU@0.95· 2023-11-28
    10.85
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonTHUMOS’14
    Avg mAP (0.3:0.7)· 2023-11-28
    76.9
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonTHUMOS’14
    mAP IOU@0.3· 2023-11-28
    89.7
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonTHUMOS’14
    mAP IOU@0.4· 2023-11-28
    86.7
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonTHUMOS’14
    mAP IOU@0.5· 2023-11-28
    80.9
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonTHUMOS’14
    mAP IOU@0.6· 2023-11-28
    71
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonTHUMOS’14
    mAP IOU@0.7· 2023-11-28
    56.1
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2023-11-28
    61.72
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2023-11-28
    43.35
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2023-11-28
    10.85
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonTHUMOS’14
    Avg mAP (0.3:0.7)· 2023-11-28
    76.9
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2023-11-28
    89.7
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2023-11-28
    86.7
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2023-11-28
    80.9
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2023-11-28
    71
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2023-11-28
    56.1
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2023-11-28
    61.72
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2023-11-28
    43.35
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2023-11-28
    10.85
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonTHUMOS’14
    Avg mAP (0.3:0.7)· 2023-11-28
    76.9
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2023-11-28
    89.7
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2023-11-28
    86.7
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2023-11-28
    80.9
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2023-11-28
    71
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2023-11-28
    56.1
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • VideoonActivityNet-1.3
    mAP· 2023-11-28
    41.93
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Temporal Action LocalizationonActivityNet-1.3
    mAP· 2023-11-28
    41.93
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Action LocalizationonActivityNet-1.3
    mAP· 2023-11-28
    41.93
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241

Methodology10 results

  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.5· 2023-11-28
    61.72
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.75· 2023-11-28
    43.35
    best: 44 (RDFA-S6 (InternVideo2-6B))
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.95· 2023-11-28
    10.85
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonTHUMOS’14
    Avg mAP (0.3:0.7)· 2023-11-28
    76.9
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.3· 2023-11-28
    89.7
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.4· 2023-11-28
    86.7
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.5· 2023-11-28
    80.9
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.6· 2023-11-28
    71
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.7· 2023-11-28
    56.1
    SOTA
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241
  • Zero-Shot LearningonActivityNet-1.3
    mAP· 2023-11-28
    41.93
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    End-to-End Temporal Action Detection with 1B Parameters Across 1000 FramesarXiv:2311.17241