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Models/ASM-Loc

ASM-Loc

Reported on 55 benchmarks across 5 tasks · 1 paper · 8 SOTA

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

Computer Vision44 results

  • Weakly-supervised Temporal Action LocalizationonActivityNet-1.3
    mAP· 2022-03-29
    25.1
    SOTA
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2022-03-29
    41
    SOTA
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2022-03-29
    24.9
    SOTA
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2022-03-29
    6.2
    SOTA
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2022-03-29
    71.2
    SOTA
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2022-03-29
    65.5
    SOTA
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2022-03-29
    57.1
    SOTA
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2022-03-29
    46.8
    SOTA
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonActivityNet-1.3
    mAP· 2022-03-29
    25.1
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonActivityNet-1.3
    mAP IOU@0.5· 2022-03-29
    41
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonActivityNet-1.3
    mAP IOU@0.75· 2022-03-29
    24.9
    best: 44 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonActivityNet-1.3
    mAP IOU@0.95· 2022-03-29
    6.2
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonTHUMOS’14
    mAP IOU@0.1· 2022-03-29
    71.2
    best: 74.02 (TSP)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonTHUMOS’14
    mAP IOU@0.2· 2022-03-29
    65.5
    best: 72.29 (TSP)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonTHUMOS’14
    mAP IOU@0.3· 2022-03-29
    57.1
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonTHUMOS’14
    mAP IOU@0.4· 2022-03-29
    46.8
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonTHUMOS’14
    mAP IOU@0.5· 2022-03-29
    36.6
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonTHUMOS’14
    mAP IOU@0.6· 2022-03-29
    25.2
    best: 71 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • VideoonTHUMOS’14
    mAP IOU@0.7· 2022-03-29
    13.4
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonActivityNet-1.3
    mAP· 2022-03-29
    25.1
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2022-03-29
    41
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2022-03-29
    24.9
    best: 44 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2022-03-29
    6.2
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2022-03-29
    71.2
    best: 74.02 (TSP)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2022-03-29
    65.5
    best: 72.29 (TSP)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2022-03-29
    57.1
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2022-03-29
    46.8
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2022-03-29
    36.6
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2022-03-29
    25.2
    best: 71 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2022-03-29
    13.4
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonActivityNet-1.3
    mAP· 2022-03-29
    25.1
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2022-03-29
    41
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2022-03-29
    24.9
    best: 44 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2022-03-29
    6.2
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.1· 2022-03-29
    71.2
    best: 74.02 (TSP)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.2· 2022-03-29
    65.5
    best: 72.29 (TSP)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2022-03-29
    57.1
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2022-03-29
    46.8
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2022-03-29
    36.6
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2022-03-29
    25.2
    best: 71 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2022-03-29
    13.4
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2022-03-29
    36.6
    best: 38.3 (CO2-Net)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2022-03-29
    25.2
    best: 26.4 (CO2-Net)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Weakly-supervised Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2022-03-29
    13.4
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187

Methodology11 results

  • Zero-Shot LearningonActivityNet-1.3
    mAP· 2022-03-29
    25.1
    best: 42.9 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.5· 2022-03-29
    41
    best: 64.1 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.75· 2022-03-29
    24.9
    best: 44 (RDFA-S6 (InternVideo2-6B))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.95· 2022-03-29
    6.2
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.1· 2022-03-29
    71.2
    best: 74.02 (TSP)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.2· 2022-03-29
    65.5
    best: 72.29 (TSP)
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.3· 2022-03-29
    57.1
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.4· 2022-03-29
    46.8
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.5· 2022-03-29
    36.6
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.6· 2022-03-29
    25.2
    best: 71 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.7· 2022-03-29
    13.4
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    ASM-Loc: Action-aware Segment Modeling for Weakly-Supervised Temporal Action LocalizationarXiv:2203.15187