Image Fusion on AWMM-100K Rain condition
41.63QGAMG-Fuse
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AMG-FuseRestoration=None2026.06 | 41.63 | 69.4 | — | 48.79 | — | 51.84 | 40.8 | — | — | 40.84 | 35.82 | |
| Text-IFRestoration=AdaIR2026.06 | 40.85 | 63.75 | — | 48.24 | — | 51.49 | 40.46 | — | — | 37.17 | 34.89 | |
| CrossFuseSource=GT, Pub.=InfFus 20242024.02 | 40.57 | 57.18 | 71.32 | 46.55 | 1,840.169 | 46.48 | 38.32 | 1.0081 | 5.9859 | — | — | |
| EMMARestoration=AdaIR2026.06 | 37.45 | 58.71 | — | 47.85 | — | 48.66 | 37 | — | — | 45.36 | 33.84 | |
| AWFusion-TSource=Rain2024.02 | 35.82 | 68.55 | 84.44 | 46.13 | 464.7867 | 48.39 | 36.93 | 1.6311 | 6.316 | — | — | |
| TarDalSource=GT, Pub.=CVPR 20222024.02 | 35.63 | 38.59 | 57.39 | 27.1 | 653.6011 | 38.26 | 30.53 | 1.5556 | 6.2024 | — | — | |
| IGNetSource=GT, Pub.=MM 20232024.02 | 35.29 | 49.21 | 72.32 | 45.7 | 919.9543 | 44.2 | 35.15 | 1.5791 | 6.0812 | — | — | |
| MUFusionSource=GT, Pub.=InfFus 20232024.02 | 34.38 | 46.96 | 78.6 | 51.02 | 1,039.5903 | 41.99 | 39.59 | 1.4061 | 5.6906 | — | — | |
| AWFusion-SSource=Rain2024.02 | 33.34 | 64.28 | 83.35 | 46.91 | 476.3436 | 46.18 | 35.28 | 1.601 | 6.2777 | — | — | |
| AWFusionRestoration=None2026.06 | 33.34 | 64.28 | — | 46.91 | — | 46.18 | 35.28 | — | — | 35.09 | 29.97 | |
| LRRNetSource=GT, Pub.=TPAMI 20232024.02 | 31.94 | 50.46 | 70.03 | 35.93 | 682.5369 | 42.5 | 17.08 | 0.7897 | 5.8903 | — | — | |
| DRMFSource=GT, Pub.=MM 20242024.02 | 31.08 | 41.7 | 58.44 | 52.92 | 929.2306 | 35.55 | 27.43 | 0.8937 | 6.2728 | — | — | |
| GIFNetRestoration=AdaIR2026.06 | 29.75 | 36.86 | — | 48.34 | — | 35.44 | 34.74 | — | — | 28.86 | 30.91 | |
| MURFSource=GT, Pub.=TPAMI 20232024.02 | 25.7 | 38.39 | 57.32 | 32.18 | 1,523.9926 | 22.85 | 26.99 | 0.9151 | 4.5988 | — | — | |
| U2FusionSource=GT, Pub.=TPAMI 20202024.02 | 25.48 | 45.24 | 77.69 | 45.65 | 901.4884 | 29.85 | 36.31 | 1.0276 | 4.4955 | — | — | |
| Text-DiFuseRestoration=AdaIR2026.06 | 24.42 | 36.45 | — | 39.09 | — | 33.29 | 19.62 | — | — | 35.46 | 23.2 | |
| LRRNetRestoration=AdaIR2026.06 | 23.06 | 41.19 | — | 33.35 | — | 33.34 | 4.53 | — | — | 40.02 | 22.87 | |
| SAGERestoration=AdaIR2026.06 | 22.86 | 50.86 | — | 39.64 | — | 36.7 | 27.34 | — | — | 39.94 | 34.78 | |
| TIMSource=GT, Pub.=TPAMI 20242024.02 | 20.57 | 34.98 | 46.3 | 38.44 | 827.1437 | 30.35 | 15.85 | 0.9651 | 6.1997 | — | — | |
| CoCoNetSource=GT, Pub.=IJCV 20232024.02 | 15.26 | 22.32 | 40.21 | 45.3 | 1,099.7753 | 21.29 | 17.56 | 1.3002 | 7.6143 | — | — |