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Mesh Saliency Prediction on Proposed Dataset Textured Mesh 1.0 (test)

0.6305CC

Mesh Mamba

Updated 3mo ago

Evaluation Results

Method
Mesh Mamba 2025.04	0.6305	0.7232	0.2888	2.65
Mesh Mamba 2025.04	0.6066	0.7113	0.3134	2.67
Mesh Mamba 2025.04	0.5957	0.7105	0.3252	2.81
Mamba3D 2025.04	0.5835	0.7011	0.3477	2.84
MeshNet 2025.04	0.5605	0.7002	0.3371	2.86
MeshNet 2025.04	0.5535	0.6955	0.3411	2.9
MeshNet 2025.04	0.5512	0.6996	0.3382	2.85
PointMixer 2025.04	0.5261	0.6859	0.3531	3.06
PointMixer 2025.04	0.5246	0.6856	0.3576	3.05
PointTrans 2025.04	0.5201	0.6817	0.3578	2.97
PointTrans 2025.04	0.5138	0.6821	0.3613	3.11
StraTrans 2025.04	0.5096	0.6798	0.365	3.04
StraTrans 2025.04	0.5064	0.6756	0.3762	3.14
Mamba3D 2025.04	0.5013	0.6769	0.3797	3.42
PointTrans 2025.04	0.4955	0.6756	0.376	3.08
PointMixer 2025.04	0.4929	0.6765	0.3755	3.26
StraTrans 2025.04	0.4889	0.6703	0.3886	3.15
PointNet2-MSG 2025.04	0.4749	0.6699	0.3903	3.31
Mamba3D 2025.04	0.4574	0.6633	0.3983	3.57
SAL3D 2025.04	0.4446	0.6674	0.4008	3.32
PointNet2-MSG 2025.04	0.4389	0.6598	0.4088	3.44
MeshNet++ 2025.04	0.4389	0.6642	0.4064	3.43
DiffusionNet-xyz 2025.04	0.4351	0.666	0.4219	3.56
DiffusionNet-xyz 2025.04	0.4296	0.6615	0.4222	3.44
PointNet2-MSG 2025.04	0.428	0.6575	0.412	3.42
SAL3D 2025.04	0.4206	0.656	0.4297	3.63
DiffusionNet-xyz 2025.04	0.4198	0.6623	0.4226	3.61
MeshNet++ 2025.04	0.4183	0.6635	0.4012	3.67
MeshNet++ 2025.04	0.4167	0.6623	0.4104	3.66
DiffusionNet-hks 2025.04	0.3781	0.6393	0.4374	3.65
PointNet2-SSG 2025.04	0.3761	0.6481	0.4406	3.75
SAL3D 2025.04	0.3588	0.6405	0.4562	3.74
PointNet2-SSG 2025.04	0.3584	0.6414	0.4402	3.72
DiffusionNet-hks 2025.04	0.3496	0.6333	0.4452	3.88
PointNet2-SSG 2025.04	0.3491	0.6459	0.446	3.62
DiffusionNet-hks 2025.04	0.3293	0.6065	0.4569	3.97
PointNet 2025.04	0.2409	0.608	0.4963	4.19
PointNet 2025.04	0.239	0.6083	0.5046	4.32
PointNet 2025.04	0.2281	0.6104	0.5097	4.03
DSM_CNN 2025.04	0.2189	0.6022	0.5186	4.65
DSM_CNN 2025.04	0.2174	0.6186	0.4902	4.08
DSM_FCN 2025.04	0.2163	0.6038	0.5039	4.45
DSM_CNN 2025.04	0.2082	0.6108	0.4984	4.22
DSM_FCN 2025.04	0.204	0.616	0.5008	4.14
DSM_FCN 2025.04	0.2031	0.6096	0.5073	4.5