SOTAVerified

3D Instance Segmentation

Image: OccuSeg

Papers

Showing 76100 of 153 papers

TitleStatusHype
CompetitorFormer: Competitor Transformer for 3D Instance Segmentation0
Deep Learning Based Instance Segmentation in 3D Biomedical Images Using Weak Annotation0
Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior0
Efficient 3D Instance Mapping and Localization with Neural Fields0
EipFormer: Emphasizing Instance Positions in 3D Instance Segmentation0
End-to-End 3D Point Cloud Instance Segmentation Without Detection0
Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks0
HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor0
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation0
Improved Block Merging for 3D Point Cloud Instance Segmentation0
Insightful Instance Features for 3D Instance Segmentation0
Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC0
Instance Segmentation of Fibers from Low Resolution CT Scans via 3D Deep Embedding Learning0
Joint 3D Instance Segmentation and Object Detection for Autonomous Driving0
Joint prototype and coefficient prediction for 3D instance segmentation0
Learning and Memorizing Representative Prototypes for 3D Point Cloud Semantic and Instance Segmentation0
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation0
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation0
MaskGroup: Hierarchical Point Grouping and Masking for 3D Instance Segmentation0
MSTA3D: Multi-scale Twin-attention for 3D Instance Segmentation0
Multi-view PointNet for 3D Scene Understanding0
NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation0
OccuSeg: Occupancy-aware 3D Instance Segmentation0
OnlineAnySeg: Online Zero-Shot 3D Segmentation by Visual Foundation Model Guided 2D Mask Merging0
OpenDAS: Open-Vocabulary Domain Adaptation for 2D and 3D Segmentation0
Show:102550
← PrevPage 4 of 7Next →

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