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Models/LACP

LACP

Reported on 75 benchmarks across 5 tasks · 1 paper · 75 SOTA

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

Computer Vision60 results

  • VideoonGTEA
    mAP@0.1:0.7· 2021-08-11
    43.5
    best: 76.9 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonGTEA
    mAP@0.5· 2021-08-11
    33.9
    best: 66.3 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonBEOID
    mAP@0.1:0.7· 2021-08-11
    51.8
    best: 59.4 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonBEOID
    mAP@0.5· 2021-08-11
    42.7
    best: 55.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonTHUMOS 2014
    mAP@0.1:0.5· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonTHUMOS 2014
    mAP@0.1:0.7· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonTHUMOS 2014
    mAP@0.5· uses extra data· 2021-08-11
    45.3
    best: 52.2 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonTHUMOS14
    avg-mAP (0.1-0.5)· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonTHUMOS14
    avg-mAP (0.1:0.7)· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonTHUMOS14
    avg-mAP (0.3-0.7)· uses extra data· 2021-08-11
    44.5
    best: 51.1 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonTHUMOS’14
    mAP@0.5· 2021-08-11
    45.3
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonActivityNet-1.3
    mAP@0.5· 2021-08-11
    40.4
    best: 45.1 (PivoTAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonActivityNet-1.3
    mAP@0.5:0.95· 2021-08-11
    25.1
    best: 28.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonActivityNet-1.2
    Mean mAP· 2021-08-11
    26.8
    best: 30.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • VideoonActivityNet-1.2
    mAP@0.5· 2021-08-11
    44
    best: 49.6 (AICL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonGTEA
    mAP@0.1:0.7· 2021-08-11
    43.5
    best: 76.9 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonGTEA
    mAP@0.5· 2021-08-11
    33.9
    best: 66.3 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonBEOID
    mAP@0.1:0.7· 2021-08-11
    51.8
    best: 59.4 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonBEOID
    mAP@0.5· 2021-08-11
    42.7
    best: 55.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonTHUMOS 2014
    mAP@0.5· uses extra data· 2021-08-11
    45.3
    best: 52.2 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonTHUMOS14
    avg-mAP (0.1-0.5)· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonTHUMOS14
    avg-mAP (0.1:0.7)· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonTHUMOS14
    avg-mAP (0.3-0.7)· uses extra data· 2021-08-11
    44.5
    best: 51.1 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonTHUMOS’14
    mAP@0.5· 2021-08-11
    45.3
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonActivityNet-1.3
    mAP@0.5· 2021-08-11
    40.4
    best: 45.1 (PivoTAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95· 2021-08-11
    25.1
    best: 28.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonActivityNet-1.2
    Mean mAP· 2021-08-11
    26.8
    best: 30.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Temporal Action LocalizationonActivityNet-1.2
    mAP@0.5· 2021-08-11
    44
    best: 49.6 (AICL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonGTEA
    mAP@0.1:0.7· 2021-08-11
    43.5
    best: 76.9 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonGTEA
    mAP@0.5· 2021-08-11
    33.9
    best: 66.3 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonBEOID
    mAP@0.1:0.7· 2021-08-11
    51.8
    best: 59.4 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonBEOID
    mAP@0.5· 2021-08-11
    42.7
    best: 55.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonTHUMOS 2014
    mAP@0.5· uses extra data· 2021-08-11
    45.3
    best: 52.2 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonTHUMOS14
    avg-mAP (0.1-0.5)· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonTHUMOS14
    avg-mAP (0.1:0.7)· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonTHUMOS14
    avg-mAP (0.3-0.7)· uses extra data· 2021-08-11
    44.5
    best: 51.1 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonTHUMOS’14
    mAP@0.5· 2021-08-11
    45.3
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonActivityNet-1.3
    mAP@0.5· 2021-08-11
    40.4
    best: 45.1 (PivoTAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95· 2021-08-11
    25.1
    best: 28.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonActivityNet-1.2
    Mean mAP· 2021-08-11
    26.8
    best: 30.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Action LocalizationonActivityNet-1.2
    mAP@0.5· 2021-08-11
    44
    best: 49.6 (AICL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonGTEA
    mAP@0.1:0.7· 2021-08-11
    43.5
    best: 76.9 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonGTEA
    mAP@0.5· 2021-08-11
    33.9
    best: 66.3 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonBEOID
    mAP@0.1:0.7· 2021-08-11
    51.8
    best: 59.4 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonBEOID
    mAP@0.5· 2021-08-11
    42.7
    best: 55.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.1:0.5· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.1:0.7· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonTHUMOS 2014
    mAP@0.5· uses extra data· 2021-08-11
    45.3
    best: 52.2 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonTHUMOS14
    avg-mAP (0.1-0.5)· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonTHUMOS14
    avg-mAP (0.1:0.7)· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonTHUMOS14
    avg-mAP (0.3-0.7)· uses extra data· 2021-08-11
    44.5
    best: 51.1 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonTHUMOS’14
    mAP@0.5· 2021-08-11
    45.3
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonActivityNet-1.3
    mAP@0.5· 2021-08-11
    40.4
    best: 45.1 (PivoTAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonActivityNet-1.3
    mAP@0.5:0.95· 2021-08-11
    25.1
    best: 28.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonActivityNet-1.2
    Mean mAP· 2021-08-11
    26.8
    best: 30.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Weakly Supervised Action LocalizationonActivityNet-1.2
    mAP@0.5· 2021-08-11
    44
    best: 49.6 (AICL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029

Methodology15 results

  • Zero-Shot LearningonGTEA
    mAP@0.1:0.7· 2021-08-11
    43.5
    best: 76.9 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonGTEA
    mAP@0.5· 2021-08-11
    33.9
    best: 66.3 (AU-Action)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonBEOID
    mAP@0.1:0.7· 2021-08-11
    51.8
    best: 59.4 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonBEOID
    mAP@0.5· 2021-08-11
    42.7
    best: 55.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.1:0.5· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.1:0.7· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonTHUMOS 2014
    mAP@0.5· uses extra data· 2021-08-11
    45.3
    best: 52.2 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonTHUMOS14
    avg-mAP (0.1-0.5)· uses extra data· 2021-08-11
    62.7
    best: 71.6 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonTHUMOS14
    avg-mAP (0.1:0.7)· uses extra data· 2021-08-11
    52.8
    best: 60.3 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonTHUMOS14
    avg-mAP (0.3-0.7)· uses extra data· 2021-08-11
    44.5
    best: 51.1 (HR-Pro)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonTHUMOS’14
    mAP@0.5· 2021-08-11
    45.3
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonActivityNet-1.3
    mAP@0.5· 2021-08-11
    40.4
    best: 45.1 (PivoTAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonActivityNet-1.3
    mAP@0.5:0.95· 2021-08-11
    25.1
    best: 28.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonActivityNet-1.2
    Mean mAP· 2021-08-11
    26.8
    best: 30.8 (SAL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029
  • Zero-Shot LearningonActivityNet-1.2
    mAP@0.5· 2021-08-11
    44
    best: 49.6 (AICL)
    SOTA
    Learning Action Completeness from Points for Weakly-supervised Temporal Action LocalizationarXiv:2108.05029