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Models/GCM

GCM

Reported on 36 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 Vision27 results

  • VideoonActivityNet-1.3
    mAP· 2021-12-01
    34.24
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • VideoonActivityNet-1.3
    mAP IOU@0.5· 2021-12-01
    51.03
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • VideoonActivityNet-1.3
    mAP IOU@0.75· 2021-12-01
    35.17
    best: 44 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • VideoonActivityNet-1.3
    mAP IOU@0.95· 2021-12-01
    7.44
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • VideoonTHUMOS’14
    mAP IOU@0.1· 2021-12-01
    72.5
    best: 74.02 (TSP)
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • VideoonTHUMOS’14
    mAP IOU@0.2· 2021-12-01
    70.9
    best: 72.29 (TSP)
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • VideoonTHUMOS’14
    mAP IOU@0.3· 2021-12-01
    66.5
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • VideoonTHUMOS’14
    mAP IOU@0.4· 2021-12-01
    60.8
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • VideoonTHUMOS’14
    mAP IOU@0.5· 2021-12-01
    51.9
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonActivityNet-1.3
    mAP· 2021-12-01
    34.24
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2021-12-01
    51.03
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2021-12-01
    35.17
    best: 44 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2021-12-01
    7.44
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2021-12-01
    72.5
    best: 74.02 (TSP)
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2021-12-01
    70.9
    best: 72.29 (TSP)
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2021-12-01
    66.5
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2021-12-01
    60.8
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-12-01
    51.9
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonActivityNet-1.3
    mAP· 2021-12-01
    34.24
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2021-12-01
    51.03
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2021-12-01
    35.17
    best: 44 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2021-12-01
    7.44
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2021-12-01
    72.5
    best: 74.02 (TSP)
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2021-12-01
    70.9
    best: 72.29 (TSP)
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2021-12-01
    66.5
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2021-12-01
    60.8
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2021-12-01
    51.9
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302

Methodology9 results

  • Zero-Shot LearningonActivityNet-1.3
    mAP· 2021-12-01
    34.24
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.5· 2021-12-01
    51.03
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.75· 2021-12-01
    35.17
    best: 44 (RDFA-S6 (InternVideo2-6B))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.95· 2021-12-01
    7.44
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.1· 2021-12-01
    72.5
    best: 74.02 (TSP)
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.2· 2021-12-01
    70.9
    best: 72.29 (TSP)
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.3· 2021-12-01
    66.5
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.4· 2021-12-01
    60.8
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.5· 2021-12-01
    51.9
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Graph Convolutional Module for Temporal Action Localization in VideosarXiv:2112.00302