Infrared and Visible Video Fusion on M3SVD (test)
0.6897QGMAVFusion
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MAVFusionType=Video, Pub.=-2026.04 | 0.6897 | 1.1544 | 0.6122 | 0.8549 | 0.5535 | 0.3814 | 0.755 | 0.1058 | |
| TDFusionType=Image, Pub.=CVPR 252026.04 | 0.6703 | 0.5606 | 0.5346 | 0.852 | 0.5163 | 0.3382 | 0.6962 | 0.1059 | |
| UniVFType=Video, Pub.=NeurIPS 252026.04 | 0.6376 | 0.5661 | 0.5529 | 0.8449 | 0.5169 | 0.3425 | 0.7049 | 0.1064 | |
| UMCFuseType=Image, Pub.=TIP 252026.04 | 0.6256 | 0.5049 | 0.4287 | 0.7818 | 0.5015 | 0.2807 | 0.5994 | 0.1127 | |
| UP-FusionType=Image, Pub.=AAAI 262026.04 | 0.6153 | 0.8126 | 0.5391 | 0.8394 | 0.5173 | 0.3492 | 0.6935 | 0.111 | |
| MaskDiFuserType=Image, Pub.=TPAMI 252026.04 | 0.4769 | 0.4036 | 0.4374 | 0.776 | 0.4649 | 0.2477 | 0.5969 | 0.1084 | |
| SAGEType=Image, Pub.=CVPR 252026.04 | 0.4739 | 0.3088 | 0.4433 | 0.8114 | 0.4697 | 0.2974 | 0.611 | 0.113 | |
| FreeFusionType=Image, Pub.=TPAMI 252026.04 | 0.4485 | 0.2338 | 0.4027 | 0.6702 | 0.4186 | 0.2009 | 0.5438 | 0.1215 | |
| RFFusionType=Image, Pub.=NeurIPS 252026.04 | 0.4371 | 0.2539 | 0.4106 | 0.7085 | 0.4071 | 0.3313 | 0.3589 | 0.1107 | |
| GIFNetType=Image, Pub.=CVPR 252026.04 | 0.3988 | 0.1966 | 0.3318 | 0.7537 | 0.4653 | 0.1969 | 0.4823 | 0.1169 |