Submission: GFreeDet-SAM/HOT3D/sam6d_score03_test

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Submission name sam6d_score03_test
Submission time (UTC) Nov. 29, 2024, 12:51 p.m.
User zyMeteroid
Task Model-free 2D detection of unseen objects
Dataset HOT3D
Description
Evaluation scores
AP:0.309
AP50:0.475
AP75:0.333
AP_large:0.319
AP_medium:0.296
AP_small:0.010
AR1:0.429
AR10:0.452
AR100:0.452
AR_large:0.546
AR_medium:0.398
AR_small:0.009
average_time_per_image:1.896

Method: GFreeDet-SAM

User zyMeteroid
Publication not yet
Implementation Pytorch
Training image modalities RGB
Test image modalities RGB
Description

Submitted to: BOP Challenge 2024

Training data: Zero-shot

Onboarding data: static onboarding

Notes: 1. Reconstruction: We use Gaussiansplatting for reconstruction. All static onboarding images are used. 2. Pose Estimation: based on SAM and dinov2. Authors: Xingyu Liu, Yingyue Li, Chengxi Li, Gu Wang, Chenyangguang Zhang, Ziqin huang, Xiangyang Ji. Tsinghua University.

Computer specifications RTX3090