Image Fusion on M3FD
0.5223PCUAAFusion
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| UAAFusionPublishers=TCSVT'25, Multi-task learning=false, Text interaction=false2026.01 | 0.5223 | 0.7273 | 2.7223 | 0.6804 | 16.0845 | 0.395 | 0.0256 | 0.8067 | |
| FILMPublishers=ICML'24, Multi-task learning=true, Text interaction=true2026.01 | 0.4386 | 0.7092 | 4.3946 | 0.6383 | 16.7911 | 0.3985 | 0.0356 | 0.8148 | |
| EGMTPublishers=-, Multi-task learning=true, Text interaction=true2026.01 | 0.4202 | 0.7195 | 5.5681 | 0.5558 | 16.4704 | 0.4691 | 0.0029 | 0.8212 | |
| ICAFusionPublishers=TMM'23, Multi-task learning=false, Text interaction=false2026.01 | 0.4183 | 0.6944 | 3.9958 | 0.5647 | 15.3398 | 0.4079 | 0.0359 | 0.8111 | |
| SwinFusePublishers=TIM'22, Multi-task learning=false, Text interaction=false2026.01 | 0.3937 | 0.6804 | 3.1753 | 0.5384 | 14.6607 | 0.4134 | 0.041 | 0.8082 | |
| MetaFusionPublishers=CVPR'23, Multi-task learning=true, Text interaction=false2026.01 | 0.3724 | 0.6096 | 2.352 | 0.3923 | 14.5073 | 0.3256 | 0.2492 | 0.8057 | |
| DATFusePublishers=TCSVT'23, Multi-task learning=true, Text interaction=false2026.01 | 0.3647 | 0.7041 | 4.1299 | 0.4936 | 15.6832 | 0.3934 | 0.0062 | 0.812 | |
| Text-DiFusePublishers=NeurIPS'24, Multi-task learning=false, Text interaction=true2026.01 | 0.3231 | 0.6562 | 3.3087 | 0.492 | 12.2128 | 0.2433 | 0.0421 | 0.8084 | |
| RFN-NestPublishers=Inf. Fus.'21, Multi-task learning=false, Text interaction=false2026.01 | 0.312 | 0.7284 | 2.8786 | 0.406 | 15.5515 | 0.2817 | 0.003 | 0.8073 | |
| TarDALPublishers=CVPR'22, Multi-task learning=true, Text interaction=false2026.01 | 0.289 | 0.7077 | 3.1733 | 0.4193 | 15.3052 | 0.3347 | 0.0305 | 0.8083 |