Mesh Saliency Prediction on Proposed Dataset Non-textured 1.0 (test)
0.614CCMesh Mamba
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Mesh MambaInput Modality=Geometry2025.04 | 0.614 | 0.7171 | 0.3067 | 0.0284 | |
| Mesh MambaInput Modality=Texture2025.04 | 0.608 | 0.7151 | 0.3042 | 0.0277 | |
| Mamba3DInput Modality=Geometry2025.04 | 0.5993 | 0.7088 | 0.3345 | 0.0285 | |
| Mesh MambaInput Modality=Color2025.04 | 0.5868 | 0.7067 | 0.3104 | 0.0296 | |
| MeshNetInput Modality=Texture2025.04 | 0.5465 | 0.7009 | 0.3408 | 0.0305 | |
| MeshNetInput Modality=Geometry2025.04 | 0.5423 | 0.7 | 0.339 | 0.0309 | |
| MeshNetInput Modality=Color2025.04 | 0.5277 | 0.6918 | 0.3551 | 0.0319 | |
| StraTransInput Modality=Geometry2025.04 | 0.5189 | 0.6875 | 0.3439 | 0.0323 | |
| PointMixerInput Modality=Color2025.04 | 0.5137 | 0.687 | 0.3464 | 0.0332 | |
| PointMixerInput Modality=Texture2025.04 | 0.5131 | 0.6866 | 0.3479 | 0.0317 | |
| PointTransInput Modality=Geometry2025.04 | 0.5114 | 0.6861 | 0.3475 | 0.0314 | |
| PointMixerInput Modality=Geometry2025.04 | 0.5104 | 0.687 | 0.3461 | 0.0314 | |
| MeshNet++Input Modality=Texture2025.04 | 0.5096 | 0.6846 | 0.3525 | 0.0323 | |
| PointTransInput Modality=Texture2025.04 | 0.5024 | 0.6849 | 0.3502 | 0.0333 | |
| Mamba3DInput Modality=Texture2025.04 | 0.4999 | 0.6789 | 0.3655 | 0.0372 | |
| MeshNet++Input Modality=Geometry2025.04 | 0.4978 | 0.6839 | 0.3654 | 0.0335 | |
| StraTransInput Modality=Texture2025.04 | 0.4931 | 0.6789 | 0.3588 | 0.0331 | |
| PointTransInput Modality=Color2025.04 | 0.4871 | 0.6826 | 0.3546 | 0.0338 | |
| StraTransInput Modality=Color2025.04 | 0.486 | 0.6792 | 0.3553 | 0.0332 | |
| Mamba3DInput Modality=Color2025.04 | 0.483 | 0.6818 | 0.3566 | 0.0346 | |
| DiffusionNet-xyzInput Modality=Geometry2025.04 | 0.4662 | 0.675 | 0.3787 | 0.0363 | |
| DiffusionNet-xyzInput Modality=Texture2025.04 | 0.4571 | 0.672 | 0.3934 | 0.0362 | |
| DiffusionNet-xyzInput Modality=Color2025.04 | 0.4534 | 0.6759 | 0.3839 | 0.0369 | |
| PointNet2-MSGInput Modality=Geometry2025.04 | 0.4527 | 0.6689 | 0.3846 | 0.0354 | |
| MeshNet++Input Modality=Color2025.04 | 0.4285 | 0.6696 | 0.388 | 0.037 | |
| PointNet2-MSGInput Modality=Texture2025.04 | 0.4048 | 0.6593 | 0.3983 | 0.0365 | |
| SAL3DInput Modality=Geometry2025.04 | 0.3988 | 0.6527 | 0.4053 | 0.0368 | |
| PointNet2-MSGInput Modality=Color2025.04 | 0.3929 | 0.6537 | 0.4086 | 0.0395 | |
| PointNet2-SSGInput Modality=Texture2025.04 | 0.3893 | 0.6502 | 0.4184 | 0.0384 | |
| SAL3DInput Modality=Color2025.04 | 0.3775 | 0.6556 | 0.413 | 0.0389 | |
| PointNet2-SSGInput Modality=Geometry2025.04 | 0.3678 | 0.6452 | 0.4201 | 0.0377 | |
| DiffusionNet-hksInput Modality=Texture2025.04 | 0.363 | 0.6455 | 0.4241 | 0.0388 | |
| DiffusionNet-hksInput Modality=Color2025.04 | 0.3318 | 0.6503 | 0.4176 | 0.0391 | |
| SAL3DInput Modality=Texture2025.04 | 0.3316 | 0.6392 | 0.4236 | 0.0393 | |
| PointNet2-SSGInput Modality=Color2025.04 | 0.3278 | 0.6447 | 0.4377 | 0.0399 | |
| DiffusionNet-hksInput Modality=Geometry2025.04 | 0.3089 | 0.6234 | 0.4391 | 0.0421 | |
| PointNetInput Modality=Texture2025.04 | 0.2813 | 0.6128 | 0.4831 | 0.0454 | |
| DSM_CNNInput Modality=Geometry2025.04 | 0.2648 | 0.6348 | 0.453 | 0.0431 | |
| PointNetInput Modality=Geometry2025.04 | 0.2626 | 0.6075 | 0.4862 | 0.0467 | |
| PointNetInput Modality=Color2025.04 | 0.2449 | 0.6165 | 0.4752 | 0.0446 | |
| DSM_FCNInput Modality=Geometry2025.04 | 0.2237 | 0.63 | 0.4731 | 0.0444 | |
| DSM_CNNInput Modality=Texture2025.04 | 0.1942 | 0.6214 | 0.4762 | 0.0459 | |
| DSM_FCNInput Modality=Texture2025.04 | 0.1636 | 0.6241 | 0.4784 | 0.0465 | |
| DSM_CNNInput Modality=Color2025.04 | 0.1623 | 0.6141 | 0.5108 | 0.0494 | |
| DSM_FCNInput Modality=Color2025.04 | 0.1559 | 0.6116 | 0.4867 | 0.0482 |