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Models/AGT (Ours)

AGT (Ours)

Reported on 20 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 Vision15 results

  • VideoonTHUMOS’14
    mAP IOU@0.1· 2021-01-21
    72.1
    best: 74.02 (TSP)
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • VideoonTHUMOS’14
    mAP IOU@0.2· 2021-01-21
    69.8
    best: 72.29 (TSP)
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • VideoonTHUMOS’14
    mAP IOU@0.3· 2021-01-21
    65
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • VideoonTHUMOS’14
    mAP IOU@0.4· 2021-01-21
    58.1
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • VideoonTHUMOS’14
    mAP IOU@0.5· 2021-01-21
    50.2
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2021-01-21
    72.1
    best: 74.02 (TSP)
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2021-01-21
    69.8
    best: 72.29 (TSP)
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2021-01-21
    65
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2021-01-21
    58.1
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-01-21
    50.2
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2021-01-21
    72.1
    best: 74.02 (TSP)
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2021-01-21
    69.8
    best: 72.29 (TSP)
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2021-01-21
    65
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2021-01-21
    58.1
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-01-21
    50.2
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540

Methodology5 results

  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.1· 2021-01-21
    72.1
    best: 74.02 (TSP)
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.2· 2021-01-21
    69.8
    best: 72.29 (TSP)
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.3· 2021-01-21
    65
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.4· 2021-01-21
    58.1
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.5· 2021-01-21
    50.2
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Activity Graph Transformer for Temporal Action LocalizationarXiv:2101.08540