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Models/RAMS (ours)

RAMS (ours)

Reported on 15 benchmarks across 13 tasks · 1 paper · 15 SOTA

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

Computer Vision7 results

3D Human Pose EstimationonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
48.23
SOTA
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
48.23
SOTA
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
48.23
SOTA
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
Image Super-ResolutiononEPFL NIR-VIS
SSIM· 2020-07-06
0.9875
SOTA
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
48.23
SOTA
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
3D Object Super-ResolutiononEPFL NIR-VIS
SSIM· 2020-07-06
0.9875
SOTA
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
48.23
SOTA
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107

Graphs2 results

Super-ResolutiononEPFL NIR-VIS
SSIM· 2020-07-06
0.9875
SOTA
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
Super-ResolutiononUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
48.23
SOTA
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107

Methodology2 results

3DonUltra Video Group HD - 4x upscaling
Average PSNR· 2020-07-06
48.23
SOTA
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107
16konEPFL NIR-VIS
SSIM· 2020-07-06
0.9875
SOTA
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
48.23
SOTA
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
48.23
SOTA
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
48.23
SOTA
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
48.23
SOTA
Multi-image Super Resolution of Remotely Sensed Images using Residual Feature Attention Deep Neural Networks arXiv:2007.03107