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Models/TaskPrompter

TaskPrompter

Reported on 10 benchmarks across 9 tasks · 1 paper · 10 SOTA

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

Methodology5 results

  • 3DonCityscapes 3D
    mDS· 2023-04-03
    32.94
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971
  • 3DonCityscapes 3D
    RMSE· 2023-04-03
    6.78
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971
  • 2D ClassificationonCityscapes 3D
    mDS· 2023-04-03
    32.94
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971
  • 2D Object DetectiononCityscapes 3D
    mDS· 2023-04-03
    32.94
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971
  • 16konCityscapes 3D
    mDS· 2023-04-03
    32.94
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971

Computer Vision3 results

  • Depth EstimationonCityscapes 3D
    RMSE· 2023-04-03
    6.78
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971
  • Object DetectiononCityscapes 3D
    mDS· 2023-04-03
    32.94
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971
  • 3D Object DetectiononCityscapes 3D
    mDS· 2023-04-03
    32.94
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971

Medical1 result

  • Semantic SegmentationonCityscapes 3D
    mIoU· 2023-04-03
    77.72
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971

Audio1 result

  • 10-shot image generationonCityscapes 3D
    mIoU· 2023-04-03
    77.72
    SOTA
    Joint 2D-3D Multi-Task Learning on Cityscapes-3D: 3D Detection, Segmentation, and Depth EstimationarXiv:2304.00971