paper-with-me

3D Object Detection 벤치마크

3D Object Detection on ScanNetV2

200개 결과 · ⬇ CSV · JSON

mAP@0.5

17.7 30.25 42.8 55.35 67.9 2018-12 2026-09 GSPN — 17.7 (2018-12-08) GSPN — 17.7 (2018-12-08) GSPN — 17.7 (2018-12-08) GSPN — 17.7 (2018-12-08) GSPN — 17.7 (2018-12-08) GSPN — 17.7 (2018-12-08) 3D-SIS — 22.5 (2018-12-17) 3D-SIS — 22.5 (2018-12-17) 3D-SIS — 22.5 (2018-12-17) 3D-SIS — 22.5 (2018-12-17) 3D-SIS — 22.5 (2018-12-17) 3D-SIS — 22.5 (2018-12-17) VoteNet — 33.5 (2019-04-21) VoteNet — 33.5 (2019-04-21) VoteNet — 33.5 (2019-04-21) VoteNet — 33.5 (2019-04-21) VoteNet — 33.5 (2019-04-21) VoteNet — 33.5 (2019-04-21) 3D-MPA — 49.2 (2020-03-30) 3D-MPA — 49.2 (2020-03-30) 3D-MPA — 49.2 (2020-03-30) 3D-MPA — 49.2 (2020-03-30) 3D-MPA — 49.2 (2020-03-30) 3D-MPA — 49.2 (2020-03-30) HGNet — 34.4 (2020-06-01) HGNet — 34.4 (2020-06-01) HGNet — 34.4 (2020-06-01) HGNet — 34.4 (2020-06-01) HGNet — 34.4 (2020-06-01) HGNet — 34.4 (2020-06-01) H3DNet — 48.1 (2020-06-10) H3DNet — 48.1 (2020-06-10) H3DNet — 48.1 (2020-06-10) H3DNet — 48.1 (2020-06-10) H3DNet — 48.1 (2020-06-10) H3DNet — 48.1 (2020-06-10) GSDN — 34.8 (2020-06-22) GSDN — 34.8 (2020-06-22) GSDN — 34.8 (2020-06-22) GSDN — 34.8 (2020-06-22) GSDN — 34.8 (2020-06-22) GSDN — 34.8 (2020-06-22) GroupFree3D — 52.8 (2021-04-01) GroupFree3D — 52.8 (2021-04-01) GroupFree3D — 52.8 (2021-04-01) GroupFree3D — 52.8 (2021-04-01) GroupFree3D — 52.8 (2021-04-01) GroupFree3D — 52.8 (2021-04-01) BRNet — 50.9 (2021-04-13) BRNet — 50.9 (2021-04-13) BRNet — 50.9 (2021-04-13) BRNet — 50.9 (2021-04-13) BRNet — 50.9 (2021-04-13) BRNet — 50.9 (2021-04-13) ImVoxelNet (RGB only) — 22.7 (2021-06-02) ImVoxelNet (RGB only) — 22.7 (2021-06-02) ImVoxelNet (RGB only) — 22.7 (2021-06-02) ImVoxelNet (RGB only) — 22.7 (2021-06-02) ImVoxelNet (RGB only) — 22.7 (2021-06-02) ImVoxelNet (RGB only) — 22.7 (2021-06-02) 3DETR-m — 47.0 (2021-09-16) 3DETR-m — 47.0 (2021-09-16) 3DETR-m — 47.0 (2021-09-16) 3DETR-m — 47.0 (2021-09-16) 3DETR-m — 47.0 (2021-09-16) 3DETR-m — 47.0 (2021-09-16) FCAF3D — 57.3 (2021-12-01) FCAF3D — 57.3 (2021-12-01) FCAF3D — 57.3 (2021-12-01) FCAF3D — 57.3 (2021-12-01) FCAF3D — 57.3 (2021-12-01) FCAF3D — 57.3 (2021-12-01) VoteNet (PC-FractalDB) — 39.9 (2022-01-01) VoteNet (PC-FractalDB) — 39.9 (2022-01-01) VoteNet (PC-FractalDB) — 39.9 (2022-01-01) VoteNet (PC-FractalDB) — 39.9 (2022-01-01) VoteNet (PC-FractalDB) — 39.9 (2022-01-01) VoteNet (PC-FractalDB) — 39.9 (2022-01-01) SoftGroup — 59.4 (2022-03-03) SoftGroup — 59.4 (2022-03-03) SoftGroup — 59.4 (2022-03-03) SoftGroup — 59.4 (2022-03-03) SoftGroup — 59.4 (2022-03-03) SoftGroup — 59.4 (2022-03-03) RBGNet — 55.2 (2022-04-05) RBGNet — 55.2 (2022-04-05) RBGNet — 55.2 (2022-04-05) RBGNet — 55.2 (2022-04-05) RBGNet — 55.2 (2022-04-05) RBGNet — 55.2 (2022-04-05) TokenFusion — 54.2 (2022-04-19) TokenFusion — 54.2 (2022-04-19) TokenFusion — 54.2 (2022-04-19) TokenFusion — 54.2 (2022-04-19) TokenFusion — 54.2 (2022-04-19) TokenFusion — 54.2 (2022-04-19) RepSurf-U — 54.8 (2022-05-11) RepSurf-U — 54.8 (2022-05-11) RepSurf-U — 54.8 (2022-05-11) RepSurf-U — 54.8 (2022-05-11) RepSurf-U — 54.8 (2022-05-11) RepSurf-U — 54.8 (2022-05-11) PBNet — 60.1 (2022-07-22) PBNet — 60.1 (2022-07-22) PBNet — 60.1 (2022-07-22) PBNet — 60.1 (2022-07-22) PBNet — 60.1 (2022-07-22) PBNet — 60.1 (2022-07-22) CAGroup3D — 61.3 (2022-10-09) CAGroup3D — 61.3 (2022-10-09) CAGroup3D — 61.3 (2022-10-09) CAGroup3D — 61.3 (2022-10-09) CAGroup3D — 61.3 (2022-10-09) CAGroup3D — 61.3 (2022-10-09) QueryFormer — 61.7 (2023-01-01) QueryFormer — 61.7 (2023-01-01) QueryFormer — 61.7 (2023-01-01) QueryFormer — 61.7 (2023-01-01) QueryFormer — 61.7 (2023-01-01) QueryFormer — 61.7 (2023-01-01) TR3D — 59.3 (2023-02-06) TR3D — 59.3 (2023-02-06) TR3D — 59.3 (2023-02-06) TR3D — 59.3 (2023-02-06) TR3D — 59.3 (2023-02-06) TR3D — 59.3 (2023-02-06) Swin3D-L+CAGroup3D — 63.2 (2023-04-14) Swin3D-L+CAGroup3D — 63.2 (2023-04-14) Swin3D-L+CAGroup3D — 63.2 (2023-04-14) Swin3D-L+CAGroup3D — 63.2 (2023-04-14) Swin3D-L+CAGroup3D — 63.2 (2023-04-14) Swin3D-L+CAGroup3D — 63.2 (2023-04-14) Point-GCC+TR3D — 59.6 (2023-05-31) Point-GCC+TR3D — 59.6 (2023-05-31) Point-GCC+TR3D — 59.6 (2023-05-31) Point-GCC+TR3D — 59.6 (2023-05-31) Point-GCC+TR3D — 59.6 (2023-05-31) Point-GCC+TR3D — 59.6 (2023-05-31) V-DETR — 65.9 (2023-08-08) V-DETR — 65.9 (2023-08-08) V-DETR — 65.9 (2023-08-08) V-DETR — 65.9 (2023-08-08) V-DETR — 65.9 (2023-08-08) V-DETR — 65.9 (2023-08-08) ImGeoNet (RGB only) — 28.4 (2023-08-17) ImGeoNet (RGB only) — 28.4 (2023-08-17) ImGeoNet (RGB only) — 28.4 (2023-08-17) ImGeoNet (RGB only) — 28.4 (2023-08-17) ImGeoNet (RGB only) — 28.4 (2023-08-17) ImGeoNet (RGB only) — 28.4 (2023-08-17) OneFormer3D — 65.3 (2023-11-24) OneFormer3D — 65.3 (2023-11-24) OneFormer3D — 65.3 (2023-11-24) OneFormer3D — 65.3 (2023-11-24) OneFormer3D — 65.3 (2023-11-24) OneFormer3D — 65.3 (2023-11-24) SPGroup3D — 59.6 (2023-12-21) SPGroup3D — 59.6 (2023-12-21) SPGroup3D — 59.6 (2023-12-21) SPGroup3D — 59.6 (2023-12-21) SPGroup3D — 59.6 (2023-12-21) SPGroup3D — 59.6 (2023-12-21) UDeerMvDETR — 65.8 (2024-08-13) UDeerMvDETR — 65.8 (2024-08-13) UDeerMvDETR — 65.8 (2024-08-13) UDeerMvDETR — 65.8 (2024-08-13) UDeerMvDETR — 65.8 (2024-08-13) UDeerMvDETR — 65.8 (2024-08-13) UniDet3D — 66.1 (2024-09-06) UniDet3D — 66.1 (2024-09-06) UniDet3D — 66.1 (2024-09-06) UniDet3D — 66.1 (2024-09-06) UniDet3D — 66.1 (2024-09-06) UniDet3D — 66.1 (2024-09-06) DEST (based on V-DETR) (TTA) — 67.9 (2025-03-18) DEST (based on GroupFree3D) — 58.1 (2025-03-18) DEST (based on V-DETR) (TTA) — 67.9 (2025-03-18) DEST (based on GroupFree3D) — 58.1 (2025-03-18) DEST (based on V-DETR) (TTA) — 67.9 (2025-03-18) DEST (based on GroupFree3D) — 58.1 (2025-03-18) DEST (based on V-DETR) (TTA) — 67.9 (2025-03-18) DEST (based on GroupFree3D) — 58.1 (2025-03-18) DEST (based on V-DETR) (TTA) — 67.9 (2025-03-18) DEST (based on GroupFree3D) — 58.1 (2025-03-18) DEST (based on V-DETR) (TTA) — 67.9 (2025-03-18) DEST (based on GroupFree3D) — 58.1 (2025-03-18) GSPN — 17.7 (2018-12-08) 3D-SIS — 22.5 (2018-12-17) VoteNet — 33.5 (2019-04-21) 3D-MPA — 49.2 (2020-03-30) GroupFree3D — 52.8 (2021-04-01) FCAF3D — 57.3 (2021-12-01) SoftGroup — 59.4 (2022-03-03) PBNet — 60.1 (2022-07-22) CAGroup3D — 61.3 (2022-10-09) QueryFormer — 61.7 (2023-01-01) Swin3D-L+CAGroup3D — 63.2 (2023-04-14) V-DETR — 65.9 (2023-08-08) UniDet3D — 66.1 (2024-09-06) DEST (based on V-DETR) (TTA) — 67.9 (2025-03-18)
RankModel mAP@0.5mAP@0.25 Extra Training Data PaperCodeYear
1 DEST (based on V-DETR) (TTA) 67.978.8 State Space Model Meets Transformer: A New Paradigm for 3D Object Detection OpenSpaceAI/DEST3D 2025
2 UniDet3D 66.177.5 UniDet3D: Multi-dataset Indoor 3D Object Detection filapro/unidet3d 2024
3 V-DETR 65.977.8 V-DETR: DETR with Vertex Relative Position Encoding for 3D Object Detection yichaoshen-ms/v-detr 2023
4 UDeerMvDETR 65.878.0 MV-DETR: Multi-modality indoor object detection by Multi-View DEtecton TRansformers 2024
5 OneFormer3D 65.376.9 OneFormer3D: One Transformer for Unified Point Cloud Segmentation oneformer3d/oneformer3d 2023
5 BFL 65.374.6
7 Swin3D-L+CAGroup3D 63.276.4 Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding Pointcept/Pointcept · microsoft/swin3d 2023
8 QueryFormer 61.773.4 Query Refinement Transformer for 3D Instance Segmentation 2023
9 CAGroup3D 61.375.1 CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds haiyang-w/cagroup3d 2022
10 PBNet 60.169.3 Divide and Conquer: 3D Point Cloud Instance Segmentation With Point-Wise Binarization weiguangzhao/PBNet 2022
11 SPGroup3D 59.674.3 SPGroup3D: Superpoint Grouping Network for Indoor 3D Object Detection zyrant/spgroup3d 2023
11 Point-GCC+TR3D 59.673.1 Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color Contrast asterisci/point-gcc 2023
13 SoftGroup 59.471.6 SoftGroup for 3D Instance Segmentation on Point Clouds thangvubk/softgroup 2022
14 TR3D 59.372.9 TR3D: Towards Real-Time Indoor 3D Object Detection 2023
15 DEST (based on GroupFree3D) 58.171.3 State Space Model Meets Transformer: A New Paradigm for 3D Object Detection OpenSpaceAI/DEST3D 2025
16 FCAF3D 57.371.5 FCAF3D: Fully Convolutional Anchor-Free 3D Object Detection open-mmlab/mmdetection3d · bosszhe/vimi 2021
17 RBGNet 55.270.6 RBGNet: Ray-based Grouping for 3D Object Detection haiyang-w/rbgnet 2022
18 RepSurf-U 54.871.2 Surface Representation for Point Clouds hancyran/RepSurf 2022
19 TokenFusion 54.270.8 Multimodal Token Fusion for Vision Transformers huawei-noah/noah-research · mindspore-ai/models · yikaiw/TokenFusion · +8 2022
20 GroupFree3D 52.869.1 Group-Free 3D Object Detection via Transformers zeliu98/Group-Free-3D · KookHoiKim/GroupFree3dBaseline · tyolm/groupfree3d_mindspore · +1 2021
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