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Models/DSP

DSP

Reported on 29 benchmarks across 7 tasks · 2 papers

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

Robots16 results

  • Autonomous VehiclesonArgoverse CVPR 2020
    DAC (K=6)
    0.9892
    best: 0.9931 (lt_cont_k6)
  • Autonomous VehiclesonArgoverse CVPR 2020
    MR (K=1)
    0.5754
    best: 1 (jwlhs104)
  • Autonomous VehiclesonArgoverse CVPR 2020
    MR (K=6)
    0.1303
    best: 0.9893 (WST)
  • Autonomous VehiclesonArgoverse CVPR 2020
    brier-minFDE (K=6)
    1.8584
    best: 26.4057 (WST)
  • Autonomous VehiclesonArgoverse CVPR 2020
    minADE (K=1)
    1.6788
    best: 10634487.5868 (ewta)
  • Autonomous VehiclesonArgoverse CVPR 2020
    minADE (K=6)
    0.8194
    best: 155985.7998 (ewta)
  • Autonomous VehiclesonArgoverse CVPR 2020
    minFDE (K=1)
    3.7087
    best: 57.7046 (jwlhs104)
  • Autonomous VehiclesonArgoverse CVPR 2020
    minFDE (K=6)
    1.2186
    best: 25.7113 (WST)
  • Autonomous DrivingonArgoverse CVPR 2020
    DAC (K=6)
    0.9892
    best: 0.9931 (lt_cont_k6)
  • Autonomous DrivingonArgoverse CVPR 2020
    MR (K=1)
    0.5754
    best: 1 (jwlhs104)
  • Autonomous DrivingonArgoverse CVPR 2020
    MR (K=6)
    0.1303
    best: 0.9893 (WST)
  • Autonomous DrivingonArgoverse CVPR 2020
    brier-minFDE (K=6)
    1.8584
    best: 26.4057 (WST)
  • Autonomous DrivingonArgoverse CVPR 2020
    minADE (K=1)
    1.6788
    best: 10634487.5868 (ewta)
  • Autonomous DrivingonArgoverse CVPR 2020
    minADE (K=6)
    0.8194
    best: 155985.7998 (ewta)
  • Autonomous DrivingonArgoverse CVPR 2020
    minFDE (K=1)
    3.7087
    best: 57.7046 (jwlhs104)
  • Autonomous DrivingonArgoverse CVPR 2020
    minFDE (K=6)
    1.2186
    best: 25.7113 (WST)

Computer Vision9 results

  • Image-to-Image TranslationonGTAV-to-Cityscapes Labels
    mIoU· 2021-07-20
    55
    best: 77.7 (DCF)
    DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic SegmentationarXiv:2107.09600
  • Motion ForecastingonArgoverse CVPR 2020
    DAC (K=6)
    0.9892
    best: 0.9931 (lt_cont_k6)
  • Motion ForecastingonArgoverse CVPR 2020
    MR (K=1)
    0.5754
    best: 1 (jwlhs104)
  • Motion ForecastingonArgoverse CVPR 2020
    MR (K=6)
    0.1303
    best: 0.9893 (WST)
  • Motion ForecastingonArgoverse CVPR 2020
    brier-minFDE (K=6)
    1.8584
    best: 26.4057 (WST)
  • Motion ForecastingonArgoverse CVPR 2020
    minADE (K=1)
    1.6788
    best: 10634487.5868 (ewta)
  • Motion ForecastingonArgoverse CVPR 2020
    minADE (K=6)
    0.8194
    best: 155985.7998 (ewta)
  • Motion ForecastingonArgoverse CVPR 2020
    minFDE (K=1)
    3.7087
    best: 57.7046 (jwlhs104)
  • Motion ForecastingonArgoverse CVPR 2020
    minFDE (K=6)
    1.2186
    best: 25.7113 (WST)

Natural Language Processing4 results

  • Question AnsweringonWebQuestions
    EM· 2024-03-26
    59.4
    best: 84.6 (PoG-GPT4 (Tan et al., 2024))
    Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsarXiv:2403.17359
  • Question AnsweringonWebQuestions
    EM· 2024-03-26
    59.4
    best: 84.6 (PoG-GPT4 (Tan et al., 2024))
    Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsarXiv:2403.17359
  • Question AnsweringonFEVER
    EM· 2024-03-26
    62.2
    best: 68.9 (CoA)
    Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsarXiv:2403.17359
  • Question AnsweringonFEVER
    EM· 2024-03-26
    62.2
    best: 68.9 (CoA)
    Chain-of-Action: Faithful and Multimodal Question Answering through Large Language ModelsarXiv:2403.17359

Medical1 result

  • Image GenerationonGTAV-to-Cityscapes Labels
    mIoU· 2021-07-20
    55
    best: 77.7 (DCF)
    DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic SegmentationarXiv:2107.09600

Miscellaneous1 result

  • 1 Image, 2*2 StitchingonGTAV-to-Cityscapes Labels
    mIoU· 2021-07-20
    55
    best: 77.7 (DCF)
    DSP: Dual Soft-Paste for Unsupervised Domain Adaptive Semantic SegmentationarXiv:2107.09600