Infrared and Visible Image Fusion on AWMM-100K Rain&Snow
0.477QMICAWM-Mamba
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| CAWM-Mamba2026.03 | 0.477 | 0.809 | 0.3826 | 0.7994 | 0.2494 | 0.8459 | 183.1268 | 0.391 | 0.5143 | 1.22 | |
| LRRNetpublication=TPAMI’23, Baseline=AdaIR2026.03 | 0.4408 | 0.8056 | 0.2213 | 0.4116 | 0.1564 | 0.6513 | 750.1812 | 0.0407 | 0.3229 | 7.11 | |
| AWFusionpublication=InfFus’262026.03 | 0.4132 | 0.8053 | 0.3869 | 0.3548 | 0.2534 | 0.7343 | 571.1523 | 0.3483 | 0.4309 | 3.89 | |
| FusionBoosterpublication=IJCV’25, Baseline=AdaIR2026.03 | 0.4071 | 0.805 | 0.3062 | 0.4371 | 0.1817 | 0.6398 | 535.8695 | 0.2469 | 0.3912 | 5.89 | |
| GIF-Netpublication=CVPR’25, Baseline=AdaIR2026.03 | 0.3907 | 0.8044 | 0.2292 | 0.3561 | 0.174 | 0.7034 | 497.726 | 0.2467 | 0.2994 | 7 | |
| SAGEpublication=CVPR’25, Baseline=AdaIR2026.03 | 0.3876 | 0.8051 | 0.2083 | 0.454 | 0.177 | 0.7663 | 270.8444 | 0.2345 | 0.3361 | 5.56 | |
| TarDalpublication=CVPR’22, Baseline=AdaIR2026.03 | 0.3852 | 0.8052 | 0.3182 | 0.346 | 0.189 | 0.5123 | 611.4078 | 0.2128 | 0.351 | 6.89 | |
| SHIPpublication=CVPR’24, Baseline=AdaIR2026.03 | 0.3734 | 0.8052 | 0.3631 | 0.4809 | 0.212 | 0.7556 | 303.8411 | 0.3013 | 0.4672 | 3.56 | |
| MaeFusepublication=TIP’25, Baseline=AdaIR2026.03 | 0.3485 | 0.8044 | 0.3091 | 0.4657 | 0.1694 | 0.7376 | 327.2211 | 0.3023 | 0.4129 | 5.44 | |
| FreeFusionpublication=TPAMI’25, Baseline=AdaIR2026.03 | 0.3315 | 0.804 | 0.119 | 0.3616 | 0.2111 | 0.2262 | 454.797 | 0.0781 | 0.2551 | 8.78 | |
| TIMpublication=TPAMI’24, Baseline=AdaIR2026.03 | 0.3249 | 0.8039 | 0.1761 | 0.339 | 0.0935 | 0.4456 | 1,438.8557 | 0.1155 | 0.2569 | 10.44 |