SOTAVerified

3D Instance Segmentation

Image: OccuSeg

Papers

Showing 111120 of 153 papers

TitleStatusHype
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks0
Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC0
3D Object Detection and Instance Segmentation from 3D Range and 2D Color Images0
FPCC: Fast Point Cloud Clustering based Instance Segmentation for Industrial Bin-pickingCode1
SegGroup: Seg-Level Supervision for 3D Instance and Semantic SegmentationCode1
Towards Part-Based Understanding of RGB-D ScansCode1
DyCo3D: Robust Instance Segmentation of 3D Point Clouds through Dynamic ConvolutionCode1
Learning Regional Purity for Instance Segmentation on 3D Point CloudsCode0
MitoEM Dataset: Large-scale 3D Mitochondria Instance Segmentation from EM ImagesCode1
Learning Gaussian Instance Segmentation in Point CloudsCode1
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Relation3DmAP @ 5081.6Unverified
2Spherical MaskmAP @ 5081.2Unverified
3BFLmAP @ 5081Unverified
4OneFromer3DmAP @ 5080.1Unverified
5MSTA3DmAP @ 5079.5Unverified
6QueryFormermAP @ 5078.7Unverified
7Mask3DmAP @ 5078Unverified
8SPFormermAP @ 5077Unverified
9Searilized Point MambamAP@2576.4Unverified
10ISBNetmAP @ 5076.3Unverified
#ModelMetricClaimedVerifiedStatus
1OneFormer3DAP@5075.8Unverified
2Mask3DAP@5075.5Unverified
3DKNetmPrec75.3Unverified
4HAISmPrec73.2Unverified
5PBNetAP@5070.6Unverified
6ISBNetAP@5070.5Unverified
7TD3DAP@5070.4Unverified
8MSTA3DAP@5070Unverified
9MaskGroupAP@5069.9Unverified
10SPFormerAP@5069.2Unverified
#ModelMetricClaimedVerifiedStatus
1EASEAP64.5Unverified
2Mask3DAP57.3Unverified
3TD3DAP54.3Unverified
4Spherical MaskAP52.2Unverified
5ISBNetAP49.2Unverified
6SoftGroupAP47.3Unverified
7SoftGroup++AP46.5Unverified
8HAISAP35.1Unverified
9PointGroupAP23.3Unverified
#ModelMetricClaimedVerifiedStatus
1ODINmAP31.5Unverified
2Mask3DmAP27.8Unverified
3MSTA3DmAP26.2Unverified
4ISBNetmAP24.5Unverified
5Open3DIS (Open-Vocabulary)mAP23.7Unverified
#ModelMetricClaimedVerifiedStatus
1Any3DISmAP22.2Unverified
2Open3DISmAP20.7Unverified
3SAI3DmAP17.1Unverified
4MASCmAP0.45Unverified
#ModelMetricClaimedVerifiedStatus
1Semantic Segmentation-Assisted Instance Feature FusionmAP5064.1Unverified
2Probabilistic EmbeddingsmAP5057.5Unverified
3PartnetmAP5054.4Unverified
#ModelMetricClaimedVerifiedStatus
1OccuSegmAP@0.547.1Unverified
2MLS-CRFmAP@0.512.1Unverified
3MT-PNetmAP@0.58.5Unverified
#ModelMetricClaimedVerifiedStatus
1Res-UNet-R/HAP75-R-Val0.92Unverified
2Unet3DAP75-R-Test0.82Unverified