Mesh Saliency Prediction on Proposed Dataset Textured Mesh 1.0 (test)
0.6305CCMesh Mamba
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| Mesh MambaInput Modality=Texture2025.04 | 0.6305 | 0.7232 | 0.2888 | 2.65 | |
| Mesh MambaInput Modality=Geometry2025.04 | 0.6066 | 0.7113 | 0.3134 | 2.67 | |
| Mesh MambaInput Modality=Color2025.04 | 0.5957 | 0.7105 | 0.3252 | 2.81 | |
| Mamba3DInput Modality=Geometry2025.04 | 0.5835 | 0.7011 | 0.3477 | 2.84 | |
| MeshNetInput Modality=Texture2025.04 | 0.5605 | 0.7002 | 0.3371 | 2.86 | |
| MeshNetInput Modality=Color2025.04 | 0.5535 | 0.6955 | 0.3411 | 2.9 | |
| MeshNetInput Modality=Geometry2025.04 | 0.5512 | 0.6996 | 0.3382 | 2.85 | |
| PointMixerInput Modality=Geometry2025.04 | 0.5261 | 0.6859 | 0.3531 | 3.06 | |
| PointMixerInput Modality=Texture2025.04 | 0.5246 | 0.6856 | 0.3576 | 3.05 | |
| PointTransInput Modality=Texture2025.04 | 0.5201 | 0.6817 | 0.3578 | 2.97 | |
| PointTransInput Modality=Geometry2025.04 | 0.5138 | 0.6821 | 0.3613 | 3.11 | |
| StraTransInput Modality=Geometry2025.04 | 0.5096 | 0.6798 | 0.365 | 3.04 | |
| StraTransInput Modality=Texture2025.04 | 0.5064 | 0.6756 | 0.3762 | 3.14 | |
| Mamba3DInput Modality=Texture2025.04 | 0.5013 | 0.6769 | 0.3797 | 3.42 | |
| PointTransInput Modality=Color2025.04 | 0.4955 | 0.6756 | 0.376 | 3.08 | |
| PointMixerInput Modality=Color2025.04 | 0.4929 | 0.6765 | 0.3755 | 3.26 | |
| StraTransInput Modality=Color2025.04 | 0.4889 | 0.6703 | 0.3886 | 3.15 | |
| PointNet2-MSGInput Modality=Geometry2025.04 | 0.4749 | 0.6699 | 0.3903 | 3.31 | |
| Mamba3DInput Modality=Color2025.04 | 0.4574 | 0.6633 | 0.3983 | 3.57 | |
| SAL3DInput Modality=Geometry2025.04 | 0.4446 | 0.6674 | 0.4008 | 3.32 | |
| PointNet2-MSGInput Modality=Texture2025.04 | 0.4389 | 0.6598 | 0.4088 | 3.44 | |
| MeshNet++Input Modality=Color2025.04 | 0.4389 | 0.6642 | 0.4064 | 3.43 | |
| DiffusionNet-xyzInput Modality=Geometry2025.04 | 0.4351 | 0.666 | 0.4219 | 3.56 | |
| DiffusionNet-xyzInput Modality=Texture2025.04 | 0.4296 | 0.6615 | 0.4222 | 3.44 | |
| PointNet2-MSGInput Modality=Color2025.04 | 0.428 | 0.6575 | 0.412 | 3.42 | |
| SAL3DInput Modality=Color2025.04 | 0.4206 | 0.656 | 0.4297 | 3.63 | |
| DiffusionNet-xyzInput Modality=Color2025.04 | 0.4198 | 0.6623 | 0.4226 | 3.61 | |
| MeshNet++Input Modality=Texture2025.04 | 0.4183 | 0.6635 | 0.4012 | 3.67 | |
| MeshNet++Input Modality=Geometry2025.04 | 0.4167 | 0.6623 | 0.4104 | 3.66 | |
| DiffusionNet-hksInput Modality=Texture2025.04 | 0.3781 | 0.6393 | 0.4374 | 3.65 | |
| PointNet2-SSGInput Modality=Color2025.04 | 0.3761 | 0.6481 | 0.4406 | 3.75 | |
| SAL3DInput Modality=Texture2025.04 | 0.3588 | 0.6405 | 0.4562 | 3.74 | |
| PointNet2-SSGInput Modality=Texture2025.04 | 0.3584 | 0.6414 | 0.4402 | 3.72 | |
| DiffusionNet-hksInput Modality=Color2025.04 | 0.3496 | 0.6333 | 0.4452 | 3.88 | |
| PointNet2-SSGInput Modality=Geometry2025.04 | 0.3491 | 0.6459 | 0.446 | 3.62 | |
| DiffusionNet-hksInput Modality=Geometry2025.04 | 0.3293 | 0.6065 | 0.4569 | 3.97 | |
| PointNetInput Modality=Geometry2025.04 | 0.2409 | 0.608 | 0.4963 | 4.19 | |
| PointNetInput Modality=Color2025.04 | 0.239 | 0.6083 | 0.5046 | 4.32 | |
| PointNetInput Modality=Texture2025.04 | 0.2281 | 0.6104 | 0.5097 | 4.03 | |
| DSM_CNNInput Modality=Texture2025.04 | 0.2189 | 0.6022 | 0.5186 | 4.65 | |
| DSM_CNNInput Modality=Geometry2025.04 | 0.2174 | 0.6186 | 0.4902 | 4.08 | |
| DSM_FCNInput Modality=Texture2025.04 | 0.2163 | 0.6038 | 0.5039 | 4.45 | |
| DSM_CNNInput Modality=Color2025.04 | 0.2082 | 0.6108 | 0.4984 | 4.22 | |
| DSM_FCNInput Modality=Geometry2025.04 | 0.204 | 0.616 | 0.5008 | 4.14 | |
| DSM_FCNInput Modality=Color2025.04 | 0.2031 | 0.6096 | 0.5073 | 4.5 |