Mesh Saliency Prediction on Proposed Dataset Non-textured 1.0 (test) benchmark leaderboard · SOTA2 Research

Mesh Saliency Prediction on Proposed Dataset Non-textured 1.0 (test)

0.614CCMesh Mamba

Evaluation Results

Method	Links
Mesh Mamba2025.04		0.614	0.7171	0.3067	0.0284
Mesh Mamba2025.04		0.608	0.7151	0.3042	0.0277
Mamba3D2025.04		0.5993	0.7088	0.3345	0.0285
Mesh Mamba2025.04		0.5868	0.7067	0.3104	0.0296
MeshNet2025.04		0.5465	0.7009	0.3408	0.0305
MeshNet2025.04		0.5423	0.7	0.339	0.0309
MeshNet2025.04		0.5277	0.6918	0.3551	0.0319
StraTrans2025.04		0.5189	0.6875	0.3439	0.0323
PointMixer2025.04		0.5137	0.687	0.3464	0.0332
PointMixer2025.04		0.5131	0.6866	0.3479	0.0317
PointTrans2025.04		0.5114	0.6861	0.3475	0.0314
PointMixer2025.04		0.5104	0.687	0.3461	0.0314
MeshNet++2025.04		0.5096	0.6846	0.3525	0.0323
PointTrans2025.04		0.5024	0.6849	0.3502	0.0333
Mamba3D2025.04		0.4999	0.6789	0.3655	0.0372
MeshNet++2025.04		0.4978	0.6839	0.3654	0.0335
StraTrans2025.04		0.4931	0.6789	0.3588	0.0331
PointTrans2025.04		0.4871	0.6826	0.3546	0.0338
StraTrans2025.04		0.486	0.6792	0.3553	0.0332
Mamba3D2025.04		0.483	0.6818	0.3566	0.0346
DiffusionNet-xyz2025.04		0.4662	0.675	0.3787	0.0363
DiffusionNet-xyz2025.04		0.4571	0.672	0.3934	0.0362
DiffusionNet-xyz2025.04		0.4534	0.6759	0.3839	0.0369
PointNet2-MSG2025.04		0.4527	0.6689	0.3846	0.0354
MeshNet++2025.04		0.4285	0.6696	0.388	0.037
PointNet2-MSG2025.04		0.4048	0.6593	0.3983	0.0365
SAL3D2025.04		0.3988	0.6527	0.4053	0.0368
PointNet2-MSG2025.04		0.3929	0.6537	0.4086	0.0395
PointNet2-SSG2025.04		0.3893	0.6502	0.4184	0.0384
SAL3D2025.04		0.3775	0.6556	0.413	0.0389
PointNet2-SSG2025.04		0.3678	0.6452	0.4201	0.0377
DiffusionNet-hks2025.04		0.363	0.6455	0.4241	0.0388
DiffusionNet-hks2025.04		0.3318	0.6503	0.4176	0.0391
SAL3D2025.04		0.3316	0.6392	0.4236	0.0393
PointNet2-SSG2025.04		0.3278	0.6447	0.4377	0.0399
DiffusionNet-hks2025.04		0.3089	0.6234	0.4391	0.0421
PointNet2025.04		0.2813	0.6128	0.4831	0.0454
DSM_CNN2025.04		0.2648	0.6348	0.453	0.0431
PointNet2025.04		0.2626	0.6075	0.4862	0.0467
PointNet2025.04		0.2449	0.6165	0.4752	0.0446
DSM_FCN2025.04		0.2237	0.63	0.4731	0.0444
DSM_CNN2025.04		0.1942	0.6214	0.4762	0.0459
DSM_FCN2025.04		0.1636	0.6241	0.4784	0.0465
DSM_CNN2025.04		0.1623	0.6141	0.5108	0.0494
DSM_FCN2025.04		0.1559	0.6116	0.4867	0.0482