Object Detection on MSRS (test)
98.5mAP@0.5ISFM
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ISFMdetector=YOLOv52026.02 | 98.5 | — | 98.4 | 96.2 | |
| LRRNetdetector=YOLOv52026.02 | 98.3 | — | 98 | 94.9 | |
| MMDRFusedetector=YOLOv52026.02 | 98.3 | — | 98.2 | 94.6 | |
| DDFMdetector=YOLOv52026.02 | 98.1 | — | 97.8 | 95.6 | |
| U2Fusiondetector=YOLOv52026.02 | 98 | — | 96.2 | 96.1 | |
| IRFSdetector=YOLOv52026.02 | 97.8 | — | 98.1 | 96.1 | |
| SFCFusiondetector=YOLOv52026.02 | 97.7 | — | 96.2 | 92.8 | |
| DeFusiondetector=YOLOv52026.02 | 97.6 | — | 98.2 | 94.7 | |
| AdaFusedetector=YOLOv52026.02 | 97.6 | — | 96.6 | 92.3 | |
| RPFNetdetector=YOLOv52026.02 | 97.6 | — | 97.3 | 95.8 | |
| FISCNetdetector=YOLOv52026.02 | 97.1 | — | 96.7 | 96.5 | |
| DATFusedetector=YOLOv52026.02 | 96.9 | — | 97.7 | 93.4 | |
| FusionMambadetector=YOLOv52026.02 | 96.6 | — | 95.6 | 92.8 | |
| UMF-CMGRdetector=YOLOv52026.02 | 95.3 | — | 96.4 | 87.6 | |
| Hybrid Fusion2026.02 | 95.18 | 72.33 | — | — | |
| DTPF2026.02 | 93.68 | 70.58 | — | — | |
| ReCoNetdetector=YOLOv52026.02 | 93.5 | — | 97.2 | 85.3 | |
| U2Fusion2026.02 | 92.8 | 65.7 | — | — | |
| Text-IF2026.02 | 92.36 | 70.52 | — | — | |
| TarDALdetector=YOLOv52026.02 | 92.2 | — | 93.1 | 83.5 | |
| CDDFuse2026.02 | 92.2 | 66.2 | — | — | |
| IFCNN2026.02 | 92.1 | 65.1 | — | — | |
| SuperFusion2026.02 | 92.1 | 67.3 | — | — | |
| PSLPT2026.02 | 91.5 | 56.6 | — | — | |
| SwinFusion2026.02 | 91.1 | 64.1 | — | — | |
| Text-DiFuse (modulatable)Variant=modulatable2024.10 | 89.7 | 60.9 | — | — | |
| DDFM2024.10 | 88.6 | 59.4 | — | — | |
| Text-DiFuse (basis)Variant=basis2024.10 | 87.3 | 56.3 | — | — | |
| DeFusion2024.10 | 86.6 | 60.1 | — | — | |
| LRRNet2024.10 | 86.3 | 58.9 | — | — | |
| MRFS2024.10 | 82 | 53.2 | — | — | |
| Vi (Base)2026.02 | 79.55 | 54.11 | — | — | |
| VISSource=Visible2024.10 | 74.8 | 47.3 | — | — | |
| IRSource=Infrared2024.10 | 71.9 | 48.4 | — | — |