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Models/IDN

IDN

Reported on 43 benchmarks across 6 tasks · 3 papers · 9 SOTA

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

Computer Vision22 results

Human-Object Interaction DetectiononV-COCO
AP(S2)· 2020-10-30
60.3
best: 74.1 (RLIPv2)
SOTA
HOI Analysis: Integrating and Decomposing Human-Object Interaction arXiv:2010.16219
Image Super-ResolutiononIXI
PSNR 2x T2w· 2018-03-26
39.09
best: 40.43 (EDSR+MMHCA)
SOTA
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Image Super-ResolutiononIXI
SSIM for 2x T2w· 2018-03-26
0.9846
best: 0.9877 (EDSR+MMHCA)
SOTA
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononIXI
PSNR 2x T2w· 2018-03-26
39.09
best: 40.43 (EDSR+MMHCA)
SOTA
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononIXI
SSIM for 2x T2w· 2018-03-26
0.9846
best: 0.9877 (EDSR+MMHCA)
SOTA
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Human-Object Interaction DetectiononV-COCO
AP(S1)· 2020-10-30
53.3
best: 72.1 (RLIPv2)
HOI Analysis: Integrating and Decomposing Human-Object Interaction arXiv:2010.16219
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2018-03-26
28.25
best: 29.54 (DRCT-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2018-03-26
0.773
best: 0.894 (Edge-informed SR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Image Super-ResolutiononIXI
PSNR 4x T2w· 2018-03-26
31.37
best: 32.7 (EDSR+MMHCA)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Image Super-ResolutiononIXI
SSIM 4x T2w· 2018-03-26
0.9312
best: 0.9472 (SERAN)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2018-03-26
25.41
best: 28.72 (Hi-IR-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2018-03-26
0.7632
best: 0.9481 (SPSR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2018-03-26
27.41
best: 28.16 (DRCT-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2018-03-26
0.7297
best: 0.851 (Edge-informed SR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2018-03-26
28.25
best: 29.54 (DRCT-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2018-03-26
0.773
best: 0.894 (Edge-informed SR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononIXI
PSNR 4x T2w· 2018-03-26
31.37
best: 32.7 (EDSR+MMHCA)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononIXI
SSIM 4x T2w· 2018-03-26
0.9312
best: 0.9472 (SERAN)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2018-03-26
25.41
best: 28.72 (Hi-IR-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2018-03-26
0.7632
best: 0.9481 (SPSR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2018-03-26
27.41
best: 28.16 (DRCT-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2018-03-26
0.7297
best: 0.851 (Edge-informed SR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454

Graphs10 results

Super-ResolutiononIXI
PSNR 2x T2w· 2018-03-26
39.09
best: 40.43 (EDSR+MMHCA)
SOTA
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononIXI
SSIM for 2x T2w· 2018-03-26
0.9846
best: 0.9877 (EDSR+MMHCA)
SOTA
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2018-03-26
28.25
best: 29.54 (DRCT-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2018-03-26
0.773
best: 0.894 (Edge-informed SR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononIXI
PSNR 4x T2w· 2018-03-26
31.37
best: 32.7 (EDSR+MMHCA)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononIXI
SSIM 4x T2w· 2018-03-26
0.9312
best: 0.9472 (SERAN)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2018-03-26
25.41
best: 28.72 (Hi-IR-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2018-03-26
0.7632
best: 0.9481 (SPSR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2018-03-26
27.41
best: 28.16 (DRCT-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2018-03-26
0.7297
best: 0.851 (Edge-informed SR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454

Methodology10 results

16konIXI
PSNR 2x T2w· 2018-03-26
39.09
best: 40.43 (EDSR+MMHCA)
SOTA
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konIXI
SSIM for 2x T2w· 2018-03-26
0.9846
best: 0.9877 (EDSR+MMHCA)
SOTA
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konSet14 - 4x upscaling
PSNR· 2018-03-26
28.25
best: 29.54 (DRCT-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konSet14 - 4x upscaling
SSIM· 2018-03-26
0.773
best: 0.894 (Edge-informed SR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konIXI
PSNR 4x T2w· 2018-03-26
31.37
best: 32.7 (EDSR+MMHCA)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konIXI
SSIM 4x T2w· 2018-03-26
0.9312
best: 0.9472 (SERAN)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konUrban100 - 4x upscaling
PSNR· 2018-03-26
25.41
best: 28.72 (Hi-IR-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konUrban100 - 4x upscaling
SSIM· 2018-03-26
0.7632
best: 0.9481 (SPSR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konBSD100 - 4x upscaling
PSNR· 2018-03-26
27.41
best: 28.16 (DRCT-L)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454
16konBSD100 - 4x upscaling
SSIM· 2018-03-26
0.7297
best: 0.851 (Edge-informed SR)
Fast and Accurate Single Image Super-Resolution via Information Distillation Network arXiv:1803.09454

Time Series1 result

Action DetectiononTVSeries
mCAP· 2019-12-10
86.1
best: 89.6 (GateHUB)
Learning to Discriminate Information for Online Action Detection arXiv:1912.04461