Infrared-Visible Image Fusion on KAIST
4.414AGOurs
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| OursInput Modality=Visible Only2026.03 | 4.414 | 2.227 | 37.115 | 7.073 | 40.5 | 11.031 | |
| DCMIFIR Generation=EGGAN2026.03 | 4.414 | 2.227 | 37.115 | 7.073 | 40.5 | 11.031 | |
| TIMFusionIR Generation=EGGAN2026.03 | 3.479 | 2.473 | 37.688 | 6.894 | 44.6 | 9.279 | |
| DCEvoIR Generation=EGGAN2026.03 | 3.451 | 4.359 | 37.032 | 6.628 | 37.5 | 9.887 | |
| SAGEIR Generation=EGGAN2026.03 | 3.376 | 2.986 | 35.924 | 6.608 | 43 | 9.534 | |
| U2FusionInput Modality=Infrared + Visible2026.03 | 3.262 | 1.626 | 34.797 | 6.092 | 50.5 | 9.399 | |
| DCEvoInput Modality=Infrared + Visible2026.03 | 3.229 | 1.453 | 34.459 | 7.027 | 51.7 | 9.879 | |
| TIMFusionInput Modality=Infrared + Visible2026.03 | 3.194 | 1.899 | 34.409 | 6.998 | 43.8 | 8.831 | |
| EMMAIR Generation=EGGAN2026.03 | 3.178 | 2.969 | 34.234 | 6.405 | 41.4 | 8.941 | |
| CDDFuseInput Modality=Infrared + Visible2026.03 | 3.167 | 1.298 | 34.043 | 7.122 | 49.7 | 9.194 | |
| LRRNetIR Generation=EGGAN2026.03 | 3.086 | 2.443 | 33.25 | 6.642 | 41.8 | 8.862 | |
| EMMAInput Modality=Infrared + Visible2026.03 | 3.083 | 0.859 | 33.405 | 7.005 | 51.4 | 8.837 | |
| SAGEInput Modality=Infrared + Visible2026.03 | 2.95 | 1.037 | 31.467 | 6.799 | 52 | 8.835 | |
| CDDFuseIR Generation=EGGAN2026.03 | 2.944 | 4.315 | 31.419 | 6.225 | 37.4 | 8.835 | |
| LRRNetInput Modality=Infrared + Visible2026.03 | 2.939 | 1.475 | 31.707 | 7.032 | 46.3 | 8.213 | |
| CoCoNetIR Generation=EGGAN2026.03 | 2.716 | 3.055 | 28.735 | 6.006 | 39 | 7.524 | |
| IVFWSRInput Modality=Infrared + Visible2026.03 | 2.672 | 0.868 | 28.868 | 6.959 | 44.3 | 7.743 | |
| IVFWSRIR Generation=EGGAN2026.03 | 2.635 | 2.631 | 28.661 | 6.462 | 41.4 | 6.959 | |
| U2FusionIR Generation=EGGAN2026.03 | 2.425 | 2.734 | 25.699 | 5.489 | 38.8 | 6.259 | |
| CoCoNetInput Modality=Infrared + Visible2026.03 | 1.995 | 0.963 | 21.09 | 6.233 | 47.4 | 5.912 | |
| TarDALIR Generation=EGGAN2026.03 | 1.916 | 1.728 | 20.399 | 6.197 | 38.2 | 5.807 | |
| TarDALInput Modality=Infrared + Visible2026.03 | 1.815 | 1.273 | 19.393 | 6.282 | 43.1 | 5.355 |