SOTAVerified

3D Instance Segmentation

Image: OccuSeg

Papers

Showing 2650 of 153 papers

TitleStatusHype
Zero-Shot Dual-Path Integration Framework for Open-Vocabulary 3D Instance Segmentation0
Serialized Point Mamba: A Serialized Point Cloud Mamba Segmentation Model0
SGIFormer: Semantic-guided and Geometric-enhanced Interleaving Transformer for 3D Instance SegmentationCode1
Part2Object: Hierarchical Unsupervised 3D Instance SegmentationCode1
Improved Block Merging for 3D Point Cloud Instance Segmentation0
Joint prototype and coefficient prediction for 3D instance segmentation0
3D Feature Distillation with Object-Centric Priors0
Instance Consistency Regularization for Semi-Supervised 3D Instance SegmentationCode1
3D Instance Segmentation Using Deep Learning on RGB-D Indoor Data0
PanoSSC: Exploring Monocular Panoptic 3D Scene Reconstruction for Autonomous Driving0
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance SegmentationCode3
OpenDAS: Open-Vocabulary Domain Adaptation for 2D and 3D Segmentation0
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models0
Spot-Compose: A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds0
Segment Any 3D Object with Language0
SUGAR: Pre-training 3D Visual Representations for Robotics0
Efficient 3D Instance Mapping and Localization with Neural Fields0
AutoInst: Automatic Instance-Based Segmentation of LiDAR 3D ScansCode1
BSNet: Box-Supervised Simulation-assisted Mean Teacher for 3D Instance SegmentationCode1
MaskClustering: View Consensus based Mask Graph Clustering for Open-Vocabulary 3D Instance Segmentation0
ENSTRECT: A Stage-based Approach to 2.5D Structural Damage DetectionCode0
ODIN: A Single Model for 2D and 3D SegmentationCode2
Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior0
Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical RepresentationCode1
SAI3D: Segment Any Instance in 3D Scenes0
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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