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Models/RGT

RGT

Reported on 20 benchmarks across 6 tasks · 2 papers · 4 SOTA

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

Computer Vision8 results

Image Super-ResolutiononSet14 - 4x upscaling
PSNR· 2023-03-11
29.23
best: 29.54 (DRCT-L)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
Image Super-ResolutiononSet14 - 4x upscaling
SSIM· 2023-03-11
0.7972
best: 0.894 (Edge-informed SR)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
Image Super-ResolutiononManga109 - 4x upscaling
PSNR· 2023-03-11
32.5
best: 33.19 (HMA†)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
Image Super-ResolutiononManga109 - 4x upscaling
SSIM· 2023-03-11
0.9291
best: 0.9366 (Hi-IR-L)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
3D Object Super-ResolutiononSet14 - 4x upscaling
PSNR· 2023-03-11
29.23
best: 29.54 (DRCT-L)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
3D Object Super-ResolutiononSet14 - 4x upscaling
SSIM· 2023-03-11
0.7972
best: 0.894 (Edge-informed SR)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
3D Object Super-ResolutiononManga109 - 4x upscaling
PSNR· 2023-03-11
32.5
best: 33.19 (HMA†)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
3D Object Super-ResolutiononManga109 - 4x upscaling
SSIM· 2023-03-11
0.9291
best: 0.9366 (Hi-IR-L)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373

Graphs4 results

Super-ResolutiononSet14 - 4x upscaling
PSNR· 2023-03-11
29.23
best: 29.54 (DRCT-L)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
Super-ResolutiononSet14 - 4x upscaling
SSIM· 2023-03-11
0.7972
best: 0.894 (Edge-informed SR)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
Super-ResolutiononManga109 - 4x upscaling
PSNR· 2023-03-11
32.5
best: 33.19 (HMA†)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
Super-ResolutiononManga109 - 4x upscaling
SSIM· 2023-03-11
0.9291
best: 0.9366 (Hi-IR-L)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373

Methodology4 results

16konSet14 - 4x upscaling
PSNR· 2023-03-11
29.23
best: 29.54 (DRCT-L)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
16konSet14 - 4x upscaling
SSIM· 2023-03-11
0.7972
best: 0.894 (Edge-informed SR)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
16konManga109 - 4x upscaling
PSNR· 2023-03-11
32.5
best: 33.19 (HMA†)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373
16konManga109 - 4x upscaling
SSIM· 2023-03-11
0.9291
best: 0.9366 (Hi-IR-L)
Recursive Generalization Transformer for Image Super-Resolution arXiv:2303.06373

Natural Language Processing2 results

Stance DetectiononMGTAB
Acc· 2023-01-03
87.8
SOTA
MGTAB: A Multi-Relational Graph-Based Twitter Account Detection Benchmark arXiv:2301.01123
Stance DetectiononMGTAB
F1· 2023-01-03
86.9
SOTA
MGTAB: A Multi-Relational Graph-Based Twitter Account Detection Benchmark arXiv:2301.01123

Miscellaneous2 results

Twitter Bot DetectiononMGTAB
Acc· 2023-01-03
92.1
SOTA
MGTAB: A Multi-Relational Graph-Based Twitter Account Detection Benchmark arXiv:2301.01123
Twitter Bot DetectiononMGTAB
F1· 2023-01-03
90.4
SOTA
MGTAB: A Multi-Relational Graph-Based Twitter Account Detection Benchmark arXiv:2301.01123