Infrared-Visible Image Fusion on MSRS (MUSIQ, CLIP-IQA, DeQA)
51.72MUSIQControlFusion
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ControlFusionFPS=0.90, Latency Tier=Tier 2 – High Latency2026.05 | 51.72 | 32 | 2.43 | 6.45 | 11.82 | 11.39 | 34 | |
| FusionProxyFPS=32.16, Latency Tier=Tier 4 – Real-time2026.05 | 48.22 | 37 | 2.38 | 6.57 | 7.64 | 9.33 | 32 | |
| CDDFuseFPS=1.14, Latency Tier=Tier 2 – High Latency2026.05 | 44.81 | 42 | 2.23 | 6.28 | 12.14 | 10.89 | 41 | |
| Text-IFFPS=0.85, Latency Tier=Tier 2 – High Latency2026.05 | 43.46 | 44 | 2.25 | 6.22 | 12.19 | 6.46 | 16 | |
| RFfusionFPS=0.35, Latency Tier=Tier 2 – High Latency2026.05 | 42.81 | 31 | 2.2 | 6.96 | 11.04 | 8.8 | 47 | |
| SegMIFFPS=1.18, Latency Tier=Tier 2 – High Latency2026.05 | 39.09 | 27 | 2.46 | 5.79 | 11.68 | 7.9 | 23 | |
| DDFMFPS=*, Latency Tier=Tier 1 – Very High Latency2026.05 | 38.16 | 32 | 2.07 | 6.38 | 12.21 | 4.87 | 13 | |
| FILMFPS=2.13, Latency Tier=Tier 2 – High Latency2026.05 | 36.2 | 32 | 2.03 | 6.34 | 12.14 | 7.17 | 18 | |
| U2FusionFPS=2.50, Latency Tier=Tier 2 – High Latency2026.05 | 35.49 | 44 | 2.09 | 5.88 | 10.35 | 8.31 | 28 | |
| Mask-DiFuserFPS=*, Latency Tier=Tier 1 – Very High Latency2026.05 | 32.72 | 46 | 2.56 | 7.75 | 12.39 | 13.2 | 17 | |
| TarDALFPS=16.11, Latency Tier=Tier 3 – Medium Latency2026.05 | 25.44 | 21 | 1.62 | 6.16 | 6.93 | 6.4 | 12 |