| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| RoadScene (test) | Visual Information Fidelity (VIF)0.66 | 53 | 25d ago | ||
| MSRS | DTPF | QAB/F (Quality Assessment Block/Fusion)0.732 | 38 | 16d ago | |
| LLVIP (test) | PIAFusion+TTD | EN7.42 | 36 | 25d ago | |
| KAIST | Ours | AG4.414 | 22 | 1mo ago | |
| FLIR | CDDFuse | AG5.079 | 22 | 1mo ago | |
| Infrared-Visible Fusion Missing-IR Modality (test) | DCMIF | Qcb Score43.5 | 21 | 1mo ago | |
| FMB (test) | RPFNet | Entropy (EN)7.38 | 16 | 1mo ago | |
| M3FD (test) | MI4.563 | 14 | 1mo ago | ||
| TNO | DiTFuse | MSE0.036 | 10 | 1mo ago | |
| VT5000 | TIMF | MI2.5749 | 8 | 6d ago | |
| LLVIP | TDFusion | EN7.36 | 8 | 1mo ago | |
| M3FD | TDFusion | EN6.99 | 8 | 1mo ago | |
| FMB | TDFusion | EN (Entropy)6.86 | 8 | 1mo ago |
