Super-Resolution on Set14 x4 (PSNR)
28.851PSNRTeacher
Evaluation Results
| Method | Links | |
|---|---|---|
| TeacherBackbone=RCAN, Scale=x42022.11 | 28.851 | |
| FACDBackbone=RCAN, Scale=x42022.11 | 28.81 | |
| FULL EDSR (FP)Precision=Full-precision, Baseline=EDSR2024.05 | 28.8 | |
| LFDBackbone=RCAN, Scale=x42022.11 | 28.783 | |
| LFD*Backbone=RCAN, Scale=x42022.11 | 28.774 | |
| FAKDBackbone=RCAN, Scale=x42022.11 | 28.75 | |
| TeacherBackbone=EDSR, Scale=x42022.11 | 28.741 | |
| FitNetBackbone=RCAN, Scale=x42022.11 | 28.716 | |
| LSFDBackbone=RCAN, Scale=x42022.11 | 28.711 | |
| StudentBackbone=RCAN, Scale=x42022.11 | 28.688 | |
| FACDBackbone=EDSR, Scale=x42022.11 | 28.58 | |
| CSD*Backbone=EDSR, Scale=x42022.11 | 28.563 | |
| LFD*Backbone=EDSR, Scale=x42022.11 | 28.557 | |
| LSFDBackbone=EDSR, Scale=x42022.11 | 28.548 | |
| FAKDBackbone=EDSR, Scale=x42022.11 | 28.547 | |
| SMALL EDSR (FP)Precision=Full-precision, Baseline=EDSR, Model size=Small2024.05 | 28.53 | |
| StudentBackbone=EDSR, Scale=x42022.11 | 28.526 | |
| LFDBackbone=EDSR, Scale=x42022.11 | 28.524 | |
| BOLDPrecision=1-bit (Boolean), Baseline=EDSR2024.05 | 27.97 | |
| IAMagnification Factor=x42015.11 | 27.88 | |
| A+CMagnification Factor=x42015.11 | 27.74 | |
| A+AMagnification Factor=x42015.11 | 27.54 | |
| A+BMagnification Factor=x42015.11 | 27.35 | |
| A+Magnification Factor=x42015.11 | 27.32 | |
| SRCNNMagnification Factor=x42015.11 | 27.2 | |
| IDC (ours)Backbone=MambaIRv2 [15], Condense Ratio=10%2025.05 | 26.91 | |
| ZeydeMagnification Factor=x42015.11 | 26.88 | |
| WholeBackbone=MambaIRv2 [15], Condense Ratio=100%2025.05 | 26.88 | |
| ANRMagnification Factor=x42015.11 | 26.85 | |
| NE+LLEMagnification Factor=x42015.11 | 26.81 | |
| WholeBackbone=SwinIR [24], Condense Ratio=100%2025.05 | 26.78 | |
| IDC (ours)Backbone=SwinIR [24], Condense Ratio=10%2025.05 | 26.78 | |
| IDC (ours)Backbone=EDSR [25], Condense Ratio=10%2025.05 | 26.63 | |
| WholeBackbone=EDSR [25], Condense Ratio=100%2025.05 | 26.61 | |
| BicubicMagnification Factor=x42015.11 | 26 |