GALAR-TemporalNet v2 refines a dual-branch temporal model with Bidirectional Mamba and Dual-Graph GCN plus anatomy-guided pathways, raising mAP@0.5 from 0.2644 to 0.3409 on the RARE-VISION test set after competition.
Rare-vision-2026-competition website.https://github.com/ RAREChallenge2026/RARE-VISION-2026-Challenge, 2026
2 Pith papers cite this work. Polarity classification is still indexing.
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Pith papers citing it
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cs.CV 2years
2026 2verdicts
UNVERDICTED 2representative citing papers
VISTA combines EndoFM-LV and DINOv3 with Diverse Head Ensemble, Validation-Guided Weighted Fusion, and Anatomy-Aware Temporal Event Decoding to reach 0.3726 mAP@0.5 on hidden test for rare-pathology VCE event detection after post-competition threshold refinement.
citing papers explorer
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GALAR-TemporalNet v2: Anatomy-Guided Dual-Branch Temporal Classification with Bidirectional Mamba and Dual-Graph GCN for Video Capsule Endoscopy -- after competition results
GALAR-TemporalNet v2 refines a dual-branch temporal model with Bidirectional Mamba and Dual-Graph GCN plus anatomy-guided pathways, raising mAP@0.5 from 0.2644 to 0.3409 on the RARE-VISION test set after competition.
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VISTA: Validation-Guided Integration of Spatial and Temporal Foundation Models with Anatomical Decoding for Rare-Pathology VCE Event Detection -- after competition results
VISTA combines EndoFM-LV and DINOv3 with Diverse Head Ensemble, Validation-Guided Weighted Fusion, and Anatomy-Aware Temporal Event Decoding to reach 0.3726 mAP@0.5 on hidden test for rare-pathology VCE event detection after post-competition threshold refinement.