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Models/RDFA-S6 (InternVideo2-6B)

RDFA-S6 (InternVideo2-6B)

Reported on 72 benchmarks across 4 tasks · 1 paper · 44 SOTA

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

Computer Vision54 results

  • VideoonHACS
    Average-mAP· 2024-07-18
    45.8
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonHACS
    mAP@0.5· 2024-07-18
    66.4
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonHACS
    mAP@0.75· 2024-07-18
    47.2
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonHACS
    mAP@0.95· 2024-07-18
    14.3
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonActivityNet-1.3
    mAP· 2024-07-18
    42.9
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonActivityNet-1.3
    mAP IOU@0.5· 2024-07-18
    64.1
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonActivityNet-1.3
    mAP IOU@0.75· 2024-07-18
    44
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonFineAction
    mAP· 2024-07-18
    29.6
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonFineAction
    mAP IOU@0.5· 2024-07-18
    46.4
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonFineAction
    mAP IOU@0.75· 2024-07-18
    29.5
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonFineAction
    mAP IOU@0.95· 2024-07-18
    7.6
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonHACS
    Average-mAP· 2024-07-18
    45.8
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonHACS
    mAP@0.5· 2024-07-18
    66.4
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonHACS
    mAP@0.75· 2024-07-18
    47.2
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonHACS
    mAP@0.95· 2024-07-18
    14.3
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonActivityNet-1.3
    mAP· 2024-07-18
    42.9
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2024-07-18
    64.1
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2024-07-18
    44
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonFineAction
    mAP· 2024-07-18
    29.6
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonFineAction
    mAP IOU@0.5· 2024-07-18
    46.4
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonFineAction
    mAP IOU@0.75· 2024-07-18
    29.5
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonFineAction
    mAP IOU@0.95· 2024-07-18
    7.6
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonHACS
    Average-mAP· 2024-07-18
    45.8
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonHACS
    mAP@0.5· 2024-07-18
    66.4
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonHACS
    mAP@0.75· 2024-07-18
    47.2
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonHACS
    mAP@0.95· 2024-07-18
    14.3
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonActivityNet-1.3
    mAP· 2024-07-18
    42.9
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.5· 2024-07-18
    64.1
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.75· 2024-07-18
    44
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonFineAction
    mAP· 2024-07-18
    29.6
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonFineAction
    mAP IOU@0.5· 2024-07-18
    46.4
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonFineAction
    mAP IOU@0.75· 2024-07-18
    29.5
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonFineAction
    mAP IOU@0.95· 2024-07-18
    7.6
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonActivityNet-1.3
    mAP IOU@0.95· 2024-07-18
    10.6
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonTHUMOS’14
    Avg mAP (0.3:0.7)· 2024-07-18
    74.2
    best: 76.9 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonTHUMOS’14
    mAP IOU@0.3· 2024-07-18
    88.7
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonTHUMOS’14
    mAP IOU@0.4· 2024-07-18
    84.6
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonTHUMOS’14
    mAP IOU@0.5· 2024-07-18
    78.2
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonTHUMOS’14
    mAP IOU@0.6· 2024-07-18
    66.6
    best: 71 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • VideoonTHUMOS’14
    mAP IOU@0.7· 2024-07-18
    51.9
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2024-07-18
    10.6
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonTHUMOS’14
    Avg mAP (0.3:0.7)· 2024-07-18
    74.2
    best: 76.9 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2024-07-18
    88.7
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2024-07-18
    84.6
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2024-07-18
    78.2
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2024-07-18
    66.6
    best: 71 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Temporal Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2024-07-18
    51.9
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonActivityNet-1.3
    mAP IOU@0.95· 2024-07-18
    10.6
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonTHUMOS’14
    Avg mAP (0.3:0.7)· 2024-07-18
    74.2
    best: 76.9 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.3· 2024-07-18
    88.7
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.4· 2024-07-18
    84.6
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.5· 2024-07-18
    78.2
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.6· 2024-07-18
    66.6
    best: 71 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Action LocalizationonTHUMOS’14
    mAP IOU@0.7· 2024-07-18
    51.9
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078

Methodology18 results

  • Zero-Shot LearningonHACS
    Average-mAP· 2024-07-18
    45.8
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonHACS
    mAP@0.5· 2024-07-18
    66.4
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonHACS
    mAP@0.75· 2024-07-18
    47.2
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonHACS
    mAP@0.95· 2024-07-18
    14.3
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonActivityNet-1.3
    mAP· 2024-07-18
    42.9
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.5· 2024-07-18
    64.1
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.75· 2024-07-18
    44
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonFineAction
    mAP· 2024-07-18
    29.6
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonFineAction
    mAP IOU@0.5· 2024-07-18
    46.4
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonFineAction
    mAP IOU@0.75· 2024-07-18
    29.5
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonFineAction
    mAP IOU@0.95· 2024-07-18
    7.6
    SOTA
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonActivityNet-1.3
    mAP IOU@0.95· 2024-07-18
    10.6
    best: 10.85 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonTHUMOS’14
    Avg mAP (0.3:0.7)· 2024-07-18
    74.2
    best: 76.9 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.3· 2024-07-18
    88.7
    best: 89.7 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.4· 2024-07-18
    84.6
    best: 86.7 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.5· 2024-07-18
    78.2
    best: 80.9 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.6· 2024-07-18
    66.6
    best: 71 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078
  • Zero-Shot LearningonTHUMOS’14
    mAP IOU@0.7· 2024-07-18
    51.9
    best: 56.1 (AdaTAD (VideoMAEv2-giant))
    Enhancing Temporal Action Localization: Advanced S6 Modeling with Recurrent MechanismarXiv:2407.13078