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Models/DFDnet

DFDnet

Reported on 77 benchmarks across 11 tasks · 1 paper · 11 SOTA

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

Computer Vision35 results

3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
VideoonMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
VideoonMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
VideoonMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
VideoonMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
VideoonMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
VideoonMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)
VideoonMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)
Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)
Video Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)
3D Object Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)

Knowledge Base14 results

2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
2D Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)
3D Absolute Human Pose EstimationonMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)

Graphs7 results

Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
Super-ResolutiononMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)

Methodology7 results

3DonMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3DonMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3DonMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3DonMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3DonMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3DonMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3DonMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)

Playing Games7 results

3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
3D Face AnimationonMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)

Audio7 results

1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
1 - LPIPS· 2020-08-02
0.623
SOTA
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
ERQAv1.0· 2020-08-02
0.339
best: 0.758 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
FPS· 2020-08-02
0.909
best: 5.882 (SRMD)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
PSNR· 2020-08-02
24.832
best: 31.669 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
SSIM· 2020-08-02
0.759
best: 0.902 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
Subjective score· 2020-08-02
0.277
best: 7.628 (VRT)
Blind Face Restoration via Deep Multi-scale Component Dictionaries arXiv:2008.00418
1 Image, 2*2 StitchionMSU Video Super Resolution Benchmark: Detail Restoration
QRCRv1.0
0
best: 0.722 (VRT)