SOTAVerified

3D Instance Segmentation

Image: OccuSeg

Papers

Showing 111120 of 153 papers

TitleStatusHype
Query Refinement Transformer for 3D Instance Segmentation0
Beyond the Final Layer: Hierarchical Query Fusion Transformer with Agent-Interpolation Initialization for 3D Instance Segmentation0
Reasoning3D -- Grounding and Reasoning in 3D: Fine-Grained Zero-Shot Open-Vocabulary 3D Reasoning Part Segmentation via Large Vision-Language Models0
Bayesian Self-Training for Semi-Supervised 3D Segmentation0
0/1 Deep Neural Networks via Block Coordinate Descent0
Weakly Supervised 3D Instance Segmentation without Instance-level Annotations0
SAI3D: Segment Any Instance in 3D Scenes0
SAM2Object: Consolidating View Consistency via SAM2 for Zero-Shot 3D Instance Segmentation0
SAM-guided Graph Cut for 3D Instance Segmentation0
SASO: Joint 3D Semantic-Instance Segmentation via Multi-scale Semantic Association and Salient Point Clustering Optimization0
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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