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3D Instance Segmentation 벤치마크

3D Instance Segmentation on STPLS3D

18개 결과 · ⬇ CSV · JSON

AP

23.3 33.6 43.9 54.2 64.5 2020-04 2026-11 PointGroup — 23.3 (2020-04-03) PointGroup — 23.3 (2020-04-03) HAIS — 35.1 (2021-08-05) HAIS — 35.1 (2021-08-05) SoftGroup — 47.3 (2022-03-03) SoftGroup — 47.3 (2022-03-03) SoftGroup++ — 46.5 (2022-09-17) SoftGroup++ — 46.5 (2022-09-17) Mask3D — 57.3 (2022-10-06) Mask3D — 57.3 (2022-10-06) TD3D — 54.3 (2023-02-06) TD3D — 54.3 (2023-02-06) ISBNet — 49.2 (2023-03-01) ISBNet — 49.2 (2023-03-01) Spherical Mask — 52.2 (2023-12-18) Spherical Mask — 52.2 (2023-12-18) EASE — 64.5 (2024-01-01) EASE — 64.5 (2024-01-01) PointGroup — 23.3 (2020-04-03) HAIS — 35.1 (2021-08-05) SoftGroup — 47.3 (2022-03-03) Mask3D — 57.3 (2022-10-06) EASE — 64.5 (2024-01-01)
RankModel APAP50AP25 PaperCodeYear
1 EASE 64.580.886.9 Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior 2024
2 Mask3D 57.374.381.6 Mask3D: Mask Transformer for 3D Semantic Instance Segmentation jonasschult/mask3d 2022
3 TD3D 54.369.8– Top-Down Beats Bottom-Up in 3D Instance Segmentation 2023
4 Spherical Mask 52.268.3– Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation yunshin/SphericalMask 2023
5 ISBNet 49.264.0– ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution VinAIResearch/ISBNet · yunshin/SphericalMask 2023
6 SoftGroup 47.363.171.4 SoftGroup for 3D Instance Segmentation on Point Clouds thangvubk/softgroup 2022
7 SoftGroup++ 46.562.971.8 Scalable SoftGroup for 3D Instance Segmentation on Point Clouds thangvubk/softgroup 2022
8 HAIS 35.146.752.8 Hierarchical Aggregation for 3D Instance Segmentation hustvl/HAIS 2021
9 PointGroup 23.338.548.6 PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation Pointcept/Pointcept · dvlab-research/pointgroup · 3dlg-hcvc/M3DRef-CLIP · +1 2020
10 EASE 64.580.886.9 Edge-Aware 3D Instance Segmentation Network with Intelligent Semantic Prior 2024
11 Mask3D 57.374.381.6 Mask3D: Mask Transformer for 3D Semantic Instance Segmentation jonasschult/mask3d 2022
12 TD3D 54.369.8– Top-Down Beats Bottom-Up in 3D Instance Segmentation 2023
13 Spherical Mask 52.268.3– Spherical Mask: Coarse-to-Fine 3D Point Cloud Instance Segmentation with Spherical Representation yunshin/SphericalMask 2023
14 ISBNet 49.264.0– ISBNet: a 3D Point Cloud Instance Segmentation Network with Instance-aware Sampling and Box-aware Dynamic Convolution VinAIResearch/ISBNet · yunshin/SphericalMask 2023
15 SoftGroup 47.363.171.4 SoftGroup for 3D Instance Segmentation on Point Clouds thangvubk/softgroup 2022
16 SoftGroup++ 46.562.971.8 Scalable SoftGroup for 3D Instance Segmentation on Point Clouds thangvubk/softgroup 2022
17 HAIS 35.146.752.8 Hierarchical Aggregation for 3D Instance Segmentation hustvl/HAIS 2021
18 PointGroup 23.338.548.6 PointGroup: Dual-Set Point Grouping for 3D Instance Segmentation Pointcept/Pointcept · dvlab-research/pointgroup · 3dlg-hcvc/M3DRef-CLIP · +1 2020
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