Submission: X0/HANDAL/X0 (2ddefaultdet)

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Submission name X0 (2ddefaultdet)
Submission time (UTC) May 25, 2026, noon
User francescamariagreco
Task Model-free 6D detection of unseen objects
Dataset HANDAL
Description Training data: None; Test image modalities(HOPEv2): RGB Model-free: using dynamic and static onboarding sequences to build 3DGS per object models through COLMAP, generating pose hypotheses with PnP and SuperRANSAC, using DINOV3 and SAM based segmentation, sparse activation for the inference with a threshold based on temporal sequence model to aggregate per-frame features and inclusion of a density-based confidence module based on GPT-2. Computer specifications: AMDmi300A, AMDmi300X.
Evaluation scores
AP:0.521
AP_25:0.460
AP_25_mm:0.082
AP_MSPD:0.581
AP_MSSD:0.460
AP_MSSD_mm:0.082
average_time_per_image:38.399

Method: X0

User francescamariagreco
Publication
Implementation
Training image modalities RGB
Test image modalities RGB
Description
Computer specifications ADMMI300A, AMDMI300X