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Models/ReAct (TSN features)

ReAct (TSN features)

Reported on 24 benchmarks across 4 tasks · 1 paper

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

Computer Vision18 results

  • VideoonTHUMOS’14
    Avg mAP (0.3:0.7)· 2022-07-14
    55
    best: 76.9 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • VideoonTHUMOS’14
    mAP IOU@0.3· 2022-07-14
    69.2
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • VideoonTHUMOS’14
    mAP IOU@0.4· 2022-07-14
    65
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • VideoonTHUMOS’14
    mAP IOU@0.5· 2022-07-14
    57.1
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • VideoonTHUMOS’14
    mAP IOU@0.6· 2022-07-14
    47.8
    best: 71 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • VideoonTHUMOS’14
    mAP IOU@0.7· 2022-07-14
    35.6
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Temporal Action LocalizationonTHUMOS’14
    Avg mAP (0.3:0.7)· 2022-07-14
    55
    best: 76.9 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2022-07-14
    69.2
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2022-07-14
    65
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2022-07-14
    57.1
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2022-07-14
    47.8
    best: 71 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2022-07-14
    35.6
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Action LocalizationonTHUMOS’14
    Avg mAP (0.3:0.7)· 2022-07-14
    55
    best: 76.9 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2022-07-14
    69.2
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2022-07-14
    65
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2022-07-14
    57.1
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2022-07-14
    47.8
    best: 71 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2022-07-14
    35.6
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097

Methodology6 results

  • Zero-Shot LearningonTHUMOS’14
    Avg mAP (0.3:0.7)· 2022-07-14
    55
    best: 76.9 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.3· 2022-07-14
    69.2
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.4· 2022-07-14
    65
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.5· 2022-07-14
    57.1
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.6· 2022-07-14
    47.8
    best: 71 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.7· 2022-07-14
    35.6
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    ReAct: Temporal Action Detection with Relational QueriesarXiv:2207.07097