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Models/ABPN

ABPN

Reported on 112 benchmarks across 4 tasks · 1 paper · 44 SOTA

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

Computer Vision56 results

Image Super-ResolutiononManga109 - 16x upscaling
PSNR· 2019-10-10
21.25
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononManga109 - 16x upscaling
SSIM· 2019-10-10
0.673
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononUrban100 - 16x upscaling
PSNR· 2019-10-10
20.39
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononUrban100 - 16x upscaling
SSIM· 2019-10-10
0.515
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononDIV8K val - 16x upscaling
PSNR· 2019-10-10
26.71
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononDIV8K val - 16x upscaling
SSIM· 2019-10-10
0.65
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-10-10
31.79
best: 33.19 (HMA†)
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononDIV2K val - 16x upscaling
PSNR· 2019-10-10
24.38
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononDIV2K val - 16x upscaling
SSIM· 2019-10-10
0.641
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononBSD100 - 16x upscaling
PSNR· 2019-10-10
22.72
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononBSD100 - 16x upscaling
SSIM· 2019-10-10
0.512
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononManga109 - 16x upscaling
PSNR· 2019-10-10
21.25
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononManga109 - 16x upscaling
SSIM· 2019-10-10
0.673
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononUrban100 - 16x upscaling
PSNR· 2019-10-10
20.39
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononUrban100 - 16x upscaling
SSIM· 2019-10-10
0.515
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononDIV8K val - 16x upscaling
PSNR· 2019-10-10
26.71
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononDIV8K val - 16x upscaling
SSIM· 2019-10-10
0.65
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-10-10
31.79
best: 33.19 (HMA†)
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononDIV2K val - 16x upscaling
PSNR· 2019-10-10
24.38
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononDIV2K val - 16x upscaling
SSIM· 2019-10-10
0.641
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononBSD100 - 16x upscaling
PSNR· 2019-10-10
22.72
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononBSD100 - 16x upscaling
SSIM· 2019-10-10
0.512
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-10-10
23.04
best: 23.24 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-10-10
0.641
best: 0.6523 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-10-10
28.94
best: 29.54 (DRCT-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-10-10
0.789
best: 0.894 (Edge-informed SR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-10-10
25.29
best: 25.71 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-10-10
0.802
best: 0.813 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-10-10
0.921
best: 0.9366 (Hi-IR-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-10-10
25.08
best: 25.41 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-10-10
0.638
best: 0.657 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononBSD100 - 8x upscaling
PSNR· 2019-10-10
24.99
best: 25.06 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononBSD100 - 8x upscaling
SSIM· 2019-10-10
0.604
best: 0.6075 (HAN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-10-10
27.25
best: 29.03 (MFSRCNN)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-10-10
0.786
best: 0.8299 (MFSRCNN)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-10-10
27.06
best: 28.72 (Hi-IR-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-10-10
0.811
best: 0.9481 (SPSR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-10-10
27.82
best: 28.16 (DRCT-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Image Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-10-10
0.743
best: 0.851 (Edge-informed SR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-10-10
23.04
best: 23.24 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-10-10
0.641
best: 0.6523 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-10-10
28.94
best: 29.54 (DRCT-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-10-10
0.789
best: 0.894 (Edge-informed SR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-10-10
25.29
best: 25.71 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-10-10
0.802
best: 0.813 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-10-10
0.921
best: 0.9366 (Hi-IR-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-10-10
25.08
best: 25.41 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-10-10
0.638
best: 0.657 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononBSD100 - 8x upscaling
PSNR· 2019-10-10
24.99
best: 25.06 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononBSD100 - 8x upscaling
SSIM· 2019-10-10
0.604
best: 0.6075 (HAN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-10-10
27.25
best: 29.03 (MFSRCNN)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-10-10
0.786
best: 0.8299 (MFSRCNN)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-10-10
27.06
best: 28.72 (Hi-IR-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-10-10
0.811
best: 0.9481 (SPSR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-10-10
27.82
best: 28.16 (DRCT-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
3D Object Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-10-10
0.743
best: 0.851 (Edge-informed SR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476

Graphs28 results

Super-ResolutiononManga109 - 16x upscaling
PSNR· 2019-10-10
21.25
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononManga109 - 16x upscaling
SSIM· 2019-10-10
0.673
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononUrban100 - 16x upscaling
PSNR· 2019-10-10
20.39
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononUrban100 - 16x upscaling
SSIM· 2019-10-10
0.515
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononDIV8K val - 16x upscaling
PSNR· 2019-10-10
26.71
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononDIV8K val - 16x upscaling
SSIM· 2019-10-10
0.65
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2019-10-10
31.79
best: 33.19 (HMA†)
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononDIV2K val - 16x upscaling
PSNR· 2019-10-10
24.38
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononDIV2K val - 16x upscaling
SSIM· 2019-10-10
0.641
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononBSD100 - 16x upscaling
PSNR· 2019-10-10
22.72
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononBSD100 - 16x upscaling
SSIM· 2019-10-10
0.512
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononUrban100 - 8x upscaling
PSNR· 2019-10-10
23.04
best: 23.24 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononUrban100 - 8x upscaling
SSIM· 2019-10-10
0.641
best: 0.6523 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononSet14 - 4x upscaling
PSNR· 2019-10-10
28.94
best: 29.54 (DRCT-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2019-10-10
0.789
best: 0.894 (Edge-informed SR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononManga109 - 8x upscaling
PSNR· 2019-10-10
25.29
best: 25.71 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononManga109 - 8x upscaling
SSIM· 2019-10-10
0.802
best: 0.813 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2019-10-10
0.921
best: 0.9366 (Hi-IR-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononSet14 - 8x upscaling
PSNR· 2019-10-10
25.08
best: 25.41 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononSet14 - 8x upscaling
SSIM· 2019-10-10
0.638
best: 0.657 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononBSD100 - 8x upscaling
PSNR· 2019-10-10
24.99
best: 25.06 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononBSD100 - 8x upscaling
SSIM· 2019-10-10
0.604
best: 0.6075 (HAN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononSet5 - 8x upscaling
PSNR· 2019-10-10
27.25
best: 29.03 (MFSRCNN)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononSet5 - 8x upscaling
SSIM· 2019-10-10
0.786
best: 0.8299 (MFSRCNN)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononUrban100 - 4x upscaling
PSNR· 2019-10-10
27.06
best: 28.72 (Hi-IR-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononUrban100 - 4x upscaling
SSIM· 2019-10-10
0.811
best: 0.9481 (SPSR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononBSD100 - 4x upscaling
PSNR· 2019-10-10
27.82
best: 28.16 (DRCT-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
Super-ResolutiononBSD100 - 4x upscaling
SSIM· 2019-10-10
0.743
best: 0.851 (Edge-informed SR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476

Methodology28 results

16konManga109 - 16x upscaling
PSNR· 2019-10-10
21.25
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konManga109 - 16x upscaling
SSIM· 2019-10-10
0.673
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konUrban100 - 16x upscaling
PSNR· 2019-10-10
20.39
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konUrban100 - 16x upscaling
SSIM· 2019-10-10
0.515
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konDIV8K val - 16x upscaling
PSNR· 2019-10-10
26.71
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konDIV8K val - 16x upscaling
SSIM· 2019-10-10
0.65
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konManga109 - 4x upscaling
PSNR· 2019-10-10
31.79
best: 33.19 (HMA†)
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konDIV2K val - 16x upscaling
PSNR· 2019-10-10
24.38
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konDIV2K val - 16x upscaling
SSIM· 2019-10-10
0.641
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konBSD100 - 16x upscaling
PSNR· 2019-10-10
22.72
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konBSD100 - 16x upscaling
SSIM· 2019-10-10
0.512
SOTA
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konUrban100 - 8x upscaling
PSNR· 2019-10-10
23.04
best: 23.24 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konUrban100 - 8x upscaling
SSIM· 2019-10-10
0.641
best: 0.6523 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konSet14 - 4x upscaling
PSNR· 2019-10-10
28.94
best: 29.54 (DRCT-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konSet14 - 4x upscaling
SSIM· 2019-10-10
0.789
best: 0.894 (Edge-informed SR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konManga109 - 8x upscaling
PSNR· 2019-10-10
25.29
best: 25.71 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konManga109 - 8x upscaling
SSIM· 2019-10-10
0.802
best: 0.813 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konManga109 - 4x upscaling
SSIM· 2019-10-10
0.921
best: 0.9366 (Hi-IR-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konSet14 - 8x upscaling
PSNR· 2019-10-10
25.08
best: 25.41 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konSet14 - 8x upscaling
SSIM· 2019-10-10
0.638
best: 0.657 (DBPN-RES-MR64-3)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konBSD100 - 8x upscaling
PSNR· 2019-10-10
24.99
best: 25.06 (DRLN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konBSD100 - 8x upscaling
SSIM· 2019-10-10
0.604
best: 0.6075 (HAN+)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konSet5 - 8x upscaling
PSNR· 2019-10-10
27.25
best: 29.03 (MFSRCNN)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konSet5 - 8x upscaling
SSIM· 2019-10-10
0.786
best: 0.8299 (MFSRCNN)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konUrban100 - 4x upscaling
PSNR· 2019-10-10
27.06
best: 28.72 (Hi-IR-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konUrban100 - 4x upscaling
SSIM· 2019-10-10
0.811
best: 0.9481 (SPSR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konBSD100 - 4x upscaling
PSNR· 2019-10-10
27.82
best: 28.16 (DRCT-L)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476
16konBSD100 - 4x upscaling
SSIM· 2019-10-10
0.743
best: 0.851 (Edge-informed SR)
Image Super-Resolution via Attention based Back Projection Networks arXiv:1910.04476