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

0.614CC

Mesh Mamba

Updated 4d ago

Evaluation Results

Method
Mesh Mamba 2025.04	0.614	0.7171	0.3067	0.0284
Mesh Mamba 2025.04	0.608	0.7151	0.3042	0.0277
Mamba3D 2025.04	0.5993	0.7088	0.3345	0.0285
Mesh Mamba 2025.04	0.5868	0.7067	0.3104	0.0296
MeshNet 2025.04	0.5465	0.7009	0.3408	0.0305
MeshNet 2025.04	0.5423	0.7	0.339	0.0309
MeshNet 2025.04	0.5277	0.6918	0.3551	0.0319
StraTrans 2025.04	0.5189	0.6875	0.3439	0.0323
PointMixer 2025.04	0.5137	0.687	0.3464	0.0332
PointMixer 2025.04	0.5131	0.6866	0.3479	0.0317
PointTrans 2025.04	0.5114	0.6861	0.3475	0.0314
PointMixer 2025.04	0.5104	0.687	0.3461	0.0314
MeshNet++ 2025.04	0.5096	0.6846	0.3525	0.0323
PointTrans 2025.04	0.5024	0.6849	0.3502	0.0333
Mamba3D 2025.04	0.4999	0.6789	0.3655	0.0372
MeshNet++ 2025.04	0.4978	0.6839	0.3654	0.0335
StraTrans 2025.04	0.4931	0.6789	0.3588	0.0331
PointTrans 2025.04	0.4871	0.6826	0.3546	0.0338
StraTrans 2025.04	0.486	0.6792	0.3553	0.0332
Mamba3D 2025.04	0.483	0.6818	0.3566	0.0346
DiffusionNet-xyz 2025.04	0.4662	0.675	0.3787	0.0363
DiffusionNet-xyz 2025.04	0.4571	0.672	0.3934	0.0362
DiffusionNet-xyz 2025.04	0.4534	0.6759	0.3839	0.0369
PointNet2-MSG 2025.04	0.4527	0.6689	0.3846	0.0354
MeshNet++ 2025.04	0.4285	0.6696	0.388	0.037
PointNet2-MSG 2025.04	0.4048	0.6593	0.3983	0.0365
SAL3D 2025.04	0.3988	0.6527	0.4053	0.0368
PointNet2-MSG 2025.04	0.3929	0.6537	0.4086	0.0395
PointNet2-SSG 2025.04	0.3893	0.6502	0.4184	0.0384
SAL3D 2025.04	0.3775	0.6556	0.413	0.0389
PointNet2-SSG 2025.04	0.3678	0.6452	0.4201	0.0377
DiffusionNet-hks 2025.04	0.363	0.6455	0.4241	0.0388
DiffusionNet-hks 2025.04	0.3318	0.6503	0.4176	0.0391
SAL3D 2025.04	0.3316	0.6392	0.4236	0.0393
PointNet2-SSG 2025.04	0.3278	0.6447	0.4377	0.0399
DiffusionNet-hks 2025.04	0.3089	0.6234	0.4391	0.0421
PointNet 2025.04	0.2813	0.6128	0.4831	0.0454
DSM_CNN 2025.04	0.2648	0.6348	0.453	0.0431
PointNet 2025.04	0.2626	0.6075	0.4862	0.0467
PointNet 2025.04	0.2449	0.6165	0.4752	0.0446
DSM_FCN 2025.04	0.2237	0.63	0.4731	0.0444
DSM_CNN 2025.04	0.1942	0.6214	0.4762	0.0459
DSM_FCN 2025.04	0.1636	0.6241	0.4784	0.0465
DSM_CNN 2025.04	0.1623	0.6141	0.5108	0.0494
DSM_FCN 2025.04	0.1559	0.6116	0.4867	0.0482