| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| RealMFF | FMRFusion | Qabf (Quality Index)0.85 | 28 | 1mo ago | |
| Road-MF (test) | StackMFF V4 | SSIM99.38 | 24 | 5mo ago | |
| FlyingThings3D (test) | StackMFF V4 | SSIM0.9638 | 24 | 5mo ago | |
| Middlebury (test) | StackMFF V4 | SSIM95.23 | 24 | 5mo ago | |
| Mobile Depth (test) | StackMFF V4 | SSIM97.33 | 24 | 5mo ago | |
| MFFW | IPS | QMI0.9409 | 22 | 4mo ago | |
| Lytro | ND-CNPFuse | Qabf (Quality Index based on Fusion)0.7621 | 20 | 4mo ago | |
| MFI-WHU | SD54.38 | 14 | 5mo ago | ||
| Road-MF Multi-focus Fusion Dataset | ReDiffuse | Qabf0.717 | 12 | 4mo ago | |
| Lytro Multi-focus Fusion | ReDiffuse | Qabf0.75 | 12 | 4mo ago | |
| Lytro (test) | ND-CNPFuse | Inference Time (s)0.18 | 11 | 4mo ago | |
| UHD-MFF-Syn | UMF-LUT | SD49.9062 | 10 | 25d ago | |
| UHD-MFF Real | GIFNet | Standard Deviation (SD)43.6695 | 10 | 25d ago | |
| High-resolution (test) | UMF-LUT | Test Time (ms)11.03 | 10 | 25d ago | |
| MFIF MFF DATA | DiTFuse | SF23.81 | 7 | 5mo ago | |
| UHD-MFF | UMF-LUT | Test Time (s)0.97 | 2 | 25d ago |
