Object Detection on MSRS
77.2mAPMask-DiFuser
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Mask-DiFuserFPS=*, Latency Tier=Tier 1 – Very High Latency, Frozen Downstream Model=YOLOv82026.05 | 77.2 | — | — | |
| FusionProxyFPS=32.16, Latency Tier=Tier 4 – Real-time, Frozen Downstream Model=YOLOv82026.05 | 76.5 | — | — | |
| ControlFusionFPS=0.90, Latency Tier=Tier 2 – High Latency, Frozen Downstream Model=YOLOv82026.05 | 75.9 | — | — | |
| CDDFuseFPS=1.14, Latency Tier=Tier 2 – High Latency, Frozen Downstream Model=YOLOv82026.05 | 74.8 | — | — | |
| Text-IFFPS=0.85, Latency Tier=Tier 2 – High Latency, Frozen Downstream Model=YOLOv82026.05 | 74.5 | — | — | |
| FILMFPS=2.13, Latency Tier=Tier 2 – High Latency, Frozen Downstream Model=YOLOv82026.05 | 72.4 | — | — | |
| DDFMFPS=*, Latency Tier=Tier 1 – Very High Latency, Frozen Downstream Model=YOLOv82026.05 | 71.5 | — | — | |
| SegMIFFPS=1.18, Latency Tier=Tier 2 – High Latency, Frozen Downstream Model=YOLOv82026.05 | 70.1 | — | — | |
| U2FusionFPS=2.50, Latency Tier=Tier 2 – High Latency, Frozen Downstream Model=YOLOv82026.05 | 69.8 | — | — | |
| RFfusionFPS=0.35, Latency Tier=Tier 2 – High Latency, Frozen Downstream Model=YOLOv82026.05 | 68.2 | — | — | |
| TarDALFPS=16.11, Latency Tier=Tier 3 – Medium Latency, Frozen Downstream Model=YOLOv82026.05 | 65.8 | — | — | |
| CDDFuse2026.02 | — | 92.2 | 66.2 | |
| DTPF2026.02 | — | 93.68 | 70.58 | |
| Hybrid Fusion2026.02 | — | 95.18 | 72.33 | |
| IFCNN2026.02 | — | 92.1 | 65.1 | |
| PSLPT2026.02 | — | 91.5 | 56.6 | |
| SuperFusion2026.02 | — | 92.1 | 67.3 | |
| SwinFusion2026.02 | — | 91.1 | 64.1 | |
| Text-IF2026.02 | — | 92.36 | 70.52 | |
| U2Fusion2026.02 | — | 92.8 | 65.7 | |
| Viconfig=Base2026.02 | — | 79.55 | 54.11 |