Infrared and Visible Image Fusion on AWMM-100K (Haze&Rain)
36.04QMICAWM-Mamba
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CAWM-Mamba2026.03 | 36.04 | 80.54 | 37.61 | 74.26 | 24 | 84.43 | 194.3442 | 38.05 | 50.9 | 1 | |
| GIF-Netpublication=CVPR’25, Baseline=AdaIR2026.03 | 27.49 | 80.32 | 29.43 | 38.76 | 19.11 | 72.61 | 1,793.9563 | 31 | 31.73 | 4.78 | |
| AWFusionpublication=InfFus’262026.03 | 27.49 | 80.35 | 35.07 | 40.92 | 21.63 | 77.53 | 1,257.9992 | 33.71 | 40.96 | 3 | |
| FusionBoosterpublication=IJCV’25, Baseline=AdaIR2026.03 | 26.06 | 80.32 | 23.53 | 38.04 | 12.41 | 53.74 | 1,815.6884 | 18.19 | 28.11 | 8.11 | |
| TarDalpublication=CVPR’22, Baseline=AdaIR2026.03 | 25.78 | 80.34 | 26.25 | 32.78 | 16.06 | 49.83 | 1,166.6283 | 19.32 | 29.92 | 6.44 | |
| LRRNetpublication=TPAMI’23, Baseline=AdaIR2026.03 | 24.24 | 80.34 | 23.25 | 37.91 | 13.24 | 60.32 | 1,264.1777 | 7.3 | 31.17 | 7.56 | |
| FreeFusionpublication=TPAMI’25, Baseline=AdaIR2026.03 | 24.06 | 80.3 | 18.16 | 41.77 | 15.65 | 45.25 | 1,144.833 | 12.87 | 30.14 | 7.56 | |
| SHIPpublication=CVPR’24, Baseline=AdaIR2026.03 | 23.41 | 80.34 | 27.93 | 48.73 | 15.19 | 67.56 | 1,058.1555 | 21.47 | 38.43 | 4.56 | |
| SAGEpublication=CVPR’25, Baseline=AdaIR2026.03 | 23.18 | 80.33 | 22.42 | 43.89 | 13.82 | 68.78 | 1,133.0998 | 21.7 | 31.43 | 6 | |
| MaeFusepublication=TIP’25, Baseline=AdaIR2026.03 | 22.83 | 80.31 | 28.85 | 43.44 | 14.64 | 73.94 | 1,200.336 | 29.6 | 36.17 | 5.67 | |
| TIMpublication=TPAMI’24, Baseline=AdaIR2026.03 | 15.69 | 80.26 | 15.69 | 32.64 | 5.99 | 38.69 | 1,797.5505 | 9.58 | 23.68 | 10.78 |