Infrared-Visible Image Fusion on FLIR
5.079AGCDDFuse
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CDDFuseInput Modality=Infrared + Visible2026.03 | 5.079 | 0.726 | 52.633 | 6.766 | 0.454 | 13.346 | |
| LRRNetInput Modality=Infrared + Visible2026.03 | 4.648 | 1.798 | 49.145 | 7.063 | 0.481 | 12.449 | |
| U2FusionInput Modality=Infrared + Visible2026.03 | 4.645 | 1.353 | 48.215 | 6.916 | 0.41 | 11.302 | |
| DCEvoInput Modality=Infrared + Visible2026.03 | 4.585 | 0.812 | 48.435 | 6.763 | 0.465 | 12.097 | |
| OursInput Modality=Visible Only2026.03 | 4.518 | 0.596 | 48.784 | 6.639 | 0.435 | 12.554 | |
| DCMIFIR Generation=EGGAN2026.03 | 4.518 | 0.596 | 48.784 | 6.639 | 0.435 | 12.554 | |
| TIMFusionInput Modality=Infrared + Visible2026.03 | 4.202 | 1.541 | 44.643 | 7.03 | 0.415 | 11.768 | |
| CoCoNetIR Generation=EGGAN2026.03 | 3.948 | 3.267 | 41.592 | 6.363 | 0.409 | 11.136 | |
| LRRNetIR Generation=EGGAN2026.03 | 3.905 | 1.993 | 41.323 | 6.866 | 0.39 | 11.946 | |
| TIMFusionIR Generation=EGGAN2026.03 | 3.892 | 2.938 | 41.172 | 6.571 | 0.396 | 11.9 | |
| EMMAInput Modality=Infrared + Visible2026.03 | 3.796 | 0.745 | 40.356 | 6.489 | 0.451 | 10.188 | |
| TarDALInput Modality=Infrared + Visible2026.03 | 3.722 | 0.643 | 39.761 | 7.393 | 0.42 | 9.392 | |
| IVFWSRInput Modality=Infrared + Visible2026.03 | 3.386 | 1.266 | 36.392 | 7.365 | 0.4 | 8.144 | |
| SAGEInput Modality=Infrared + Visible2026.03 | 3.254 | 0.697 | 33.86 | 6.646 | 0.376 | 9.115 | |
| DCEvoIR Generation=EGGAN2026.03 | 3.246 | 0.591 | 34.602 | 6.532 | 0.432 | 9.768 | |
| EMMAIR Generation=EGGAN2026.03 | 3.028 | 0.691 | 32.297 | 6.467 | 0.427 | 8.689 | |
| CDDFuseIR Generation=EGGAN2026.03 | 3.004 | 0.515 | 31.81 | 6.406 | 0.429 | 8.746 | |
| IVFWSRIR Generation=EGGAN2026.03 | 3 | 3.704 | 32.53 | 6.349 | 0.422 | 7.818 | |
| CoCoNetInput Modality=Infrared + Visible2026.03 | 2.856 | 1.848 | 29.542 | 6.591 | 0.492 | 7.34 | |
| SAGEIR Generation=EGGAN2026.03 | 2.724 | 1.16 | 28.303 | 5.966 | 0.403 | 8.138 | |
| TarDALIR Generation=EGGAN2026.03 | 2.341 | 2.756 | 25.123 | 6.536 | 0.304 | 6.898 | |
| U2FusionIR Generation=EGGAN2026.03 | 2.32 | 1.453 | 24.107 | 5.045 | 0.368 | 6.517 |