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Models/DeepSUM[41]

DeepSUM[41]

Reported on 11 benchmarks across 11 tasks · 1 paper

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

Computer Vision5 results

3D Human Pose EstimationonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
VideoonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
Pose EstimationonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
Video Super-ResolutiononUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
3D Object Super-ResolutiononUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107

Knowledge Base2 results

2D Human Pose EstimationonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
3D Absolute Human Pose EstimationonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107

Graphs1 result

Super-ResolutiononUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107

Methodology1 result

3DonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107

Playing Games1 result

3D Face AnimationonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107

Audio1 result

1 Image, 2*2 StitchionUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
47.84
best: 48.23 (RAMS (ours))
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107