SOTAVerified

3D Instance Segmentation

Image: OccuSeg

Papers

Showing 1–10 of 153 papers

TitleStatusHype
OpenSplat3D: Open-Vocabulary 3D Instance Segmentation using Gaussian Splatting—0
Sketchy Bounding-box Supervision for 3D Instance SegmentationCode1
NVSMask3D: Hard Visual Prompting with Camera Pose Interpolation for 3D Open Vocabulary Instance Segmentation—0
CAGS: Open-Vocabulary 3D Scene Understanding with Context-Aware Gaussian Splatting—0
Wheat3DGS: In-field 3D Reconstruction, Instance Segmentation and Phenotyping of Wheat Heads with Gaussian SplattingCode1
OnlineAnySeg: Online Zero-Shot 3D Segmentation by Visual Foundation Model Guided 2D Mask Merging—0
You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving—0
CLIMB-3D: Continual Learning for Imbalanced 3D Instance SegmentationCode0
Beyond the Final Layer: Hierarchical Query Fusion Transformer with Agent-Interpolation Initialization for 3D Instance Segmentation—0
Lifting by Gaussians: A Simple, Fast and Flexible Method for 3D Instance Segmentation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1EASEAP64.5—Unverified
2Mask3DAP57.3—Unverified
3TD3DAP54.3—Unverified
4Spherical MaskAP52.2—Unverified
5ISBNetAP49.2—Unverified
6SoftGroupAP47.3—Unverified
7SoftGroup++AP46.5—Unverified
8HAISAP35.1—Unverified
9PointGroupAP23.3—Unverified