Saliency Prediction on SAL3D (test)
0.6763CCOurs (Mesh Mamba)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (Mesh Mamba)2025.04 | 0.6763 | 0.7342 | 0.2303 | 0.017 | |
| MeshNet++2025.04 | 0.6513 | 0.7243 | 0.2556 | 0.0173 | |
| PointNet2variant=MSG2025.04 | 0.619 | 0.7188 | 0.2743 | 0.0187 | |
| Mamba3D2025.04 | 0.6181 | 0.7203 | 0.2643 | 0.0179 | |
| MeshNet2025.04 | 0.5904 | 0.706 | 0.2947 | 0.0175 | |
| PointNet2variant=SSG2025.04 | 0.5797 | 0.7086 | 0.2879 | 0.0188 | |
| SAL3D2025.04 | 0.5736 | 0.7016 | 0.3104 | 0.0209 | |
| DiffusionNetfeature=hks2025.04 | 0.5371 | 0.686 | 0.3422 | 0.0198 | |
| PointNet2025.04 | 0.5351 | 0.6809 | 0.3526 | 0.0215 | |
| PointMixer2025.04 | 0.467 | 0.6697 | 0.3602 | 0.0226 | |
| PointTrans2025.04 | 0.4663 | 0.706 | 0.3624 | 0.023 | |
| StraTrans2025.04 | 0.4507 | 0.6661 | 0.3704 | 0.0228 | |
| DiffusionNetfeature=xyz2025.04 | 0.4144 | 0.6607 | 0.38 | 0.0217 | |
| DSMarchitecture=CNN2025.04 | 0.401 | 0.6277 | 0.4068 | 0.0212 | |
| DSMarchitecture=FCN2025.04 | 0.3744 | 0.6569 | 0.4 | 0.0238 |