TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/Bidirectional LSTM

Bidirectional LSTM

Reported on 24 benchmarks across 8 tasks · 1 paper · 24 SOTA

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

Computer Vision9 results

  • VideoonTCG-dataset
    Acc· 2020-07-31
    87.24
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • VideoonTCG-dataset
    F1-Score· 2020-07-31
    78.48
    best: 80.05 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • VideoonTCG-dataset
    Jaccard Index· 2020-07-31
    67
    best: 67.88 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Temporal Action LocalizationonTCG-dataset
    Acc· 2020-07-31
    87.24
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Temporal Action LocalizationonTCG-dataset
    F1-Score· 2020-07-31
    78.48
    best: 80.05 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Temporal Action LocalizationonTCG-dataset
    Jaccard Index· 2020-07-31
    67
    best: 67.88 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Action LocalizationonTCG-dataset
    Acc· 2020-07-31
    87.24
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Action LocalizationonTCG-dataset
    F1-Score· 2020-07-31
    78.48
    best: 80.05 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Action LocalizationonTCG-dataset
    Jaccard Index· 2020-07-31
    67
    best: 67.88 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072

Time Series6 results

  • Action DetectiononTCG-dataset
    Acc· 2020-07-31
    87.24
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Action DetectiononTCG-dataset
    F1-Score· 2020-07-31
    78.48
    best: 80.05 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Action DetectiononTCG-dataset
    Jaccard Index· 2020-07-31
    67
    best: 67.88 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Action RecognitiononTCG-dataset
    Acc· 2020-07-31
    87.24
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Action RecognitiononTCG-dataset
    F1-Score· 2020-07-31
    78.48
    best: 80.05 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Action RecognitiononTCG-dataset
    Jaccard Index· 2020-07-31
    67
    best: 67.88 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072

Methodology3 results

  • Zero-Shot LearningonTCG-dataset
    Acc· 2020-07-31
    87.24
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Zero-Shot LearningonTCG-dataset
    F1-Score· 2020-07-31
    78.48
    best: 80.05 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Zero-Shot LearningonTCG-dataset
    Jaccard Index· 2020-07-31
    67
    best: 67.88 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072

Robots3 results

  • Activity RecognitiononTCG-dataset
    Acc· 2020-07-31
    87.24
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Activity RecognitiononTCG-dataset
    F1-Score· 2020-07-31
    78.48
    best: 80.05 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • Activity RecognitiononTCG-dataset
    Jaccard Index· 2020-07-31
    67
    best: 67.88 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072

Natural Language Processing3 results

  • 3D Action RecognitiononTCG-dataset
    Acc· 2020-07-31
    87.24
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • 3D Action RecognitiononTCG-dataset
    F1-Score· 2020-07-31
    78.48
    best: 80.05 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072
  • 3D Action RecognitiononTCG-dataset
    Jaccard Index· 2020-07-31
    67
    best: 67.88 (stMLP)
    SOTA
    Traffic Control Gesture Recognition for Autonomous VehiclesarXiv:2007.16072