BinEgo-360° Workshop & Challenge @ ICCV 2025

Official website → https://x360dataset.github.io/BinEgo-360/

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1. Website Overview

Section	What the section delivers
Workshop portal	Agenda, keynote speakers, venue & contact info for the half-day BinEgo-360° workshop, held 19 Oct 2025 at the Hawaii Convention Center, Honolulu, alongside ICCV 2025.
Challenge hub	Rules, timeline and baseline scores for the public Kaggle competition (Classification + Temporal Action Localization) based on the 360+x multi-modal dataset.
Dataset showcase	Concise stats, GIF montage, download links (HR / LR), the CVPR 2024 paper, and baseline code for 360+x.

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2. Section-by-Section Breakdown

2.1 Overview

Explains the vision: fusing binocular egocentric and 360° panoramic views with audio, text and geo-metadata to mimic human perception. Key topics listed: embodied 360° reasoning, multi-modal scene understanding, stereo vision, open-world learning & domain adaptation. :contentReference[oaicite:28]{index=28}

2.2 Keynote Speakers

Name	Affiliation
Addison Lin Wang	NTU Singapore
Dima Damen	University of Bristol
Bernard Ghanem	KAUST
Speaker headshots are circular thumbnails that scale up on hover; each name links to the speaker’s personal page. :contentReference[oaicite:29]{index=29}

2.3 Programme

A two-column table lays out the half-day schedule from 09:00 to 12:35, alternating row colours for readability. :contentReference[oaicite:30]{index=30}

2.4 Call for Paper Presentations

Details an invited-paper model (submission deadline 13 July 2025) with a Google Form link placeholder. :contentReference[oaicite:31]{index=31}

2.5 Challenge

• Dataset: 2 152 videos (8.58 M frames / 67.8 h) across 38 classes; viewpoints cover 360° pano, binocular & monocular ego, third-person front; modalities include 6-ch spatial audio, GPS + weather, text. © CC BY-NC-SA 4.0 with faces auto-blurred. :contentReference[oaicite:32]{index=32}
• Tracks
  1. Classification – metric: top-1 accuracy (baseline 80.62 %).
  2. Temporal Action Localization – metric: mAP@{0.5, 0.75, 0.95} (baseline avg 17.6 ). :contentReference[oaicite:33]{index=33}
• Timeline (AoE): Dataset release 1 Jun 2025 → submissions close 10 Aug 2025 → winners announced at workshop 19-20 Oct 2025. :contentReference[oaicite:34]{index=34}
• Submission rules: ≤ 5 members/team, 5 uploads/track, tech report & poster required for winners, no overlapping external data. :contentReference[oaicite:35]{index=35}
• Prizes: Insta360 X5 camera, GPU cloud credits (~£5-15 k) via SCAN, gift vouchers, and workshop registration for the 1st & 2nd winners sponsored by Tencent. Sponsors prominently thanked. :contentReference[oaicite:36]{index=36}

2.6 Ethics & Broader Impact

States consent, blurring, non-commercial licence, anti-surveillance stance, and potential benefits to robotics, AR/VR & assistive tech. :contentReference[oaicite:37]{index=37}

2.7 Organisers & Technical Committee

Seven core organisers + four technical leads, each with avatar, affiliation and personal-site link. Contact email: j.jiao@bham.ac.uk. :contentReference[oaicite:38]{index=38}

2.8 Sponsors

Logo grid for Insta360, SCAN, Allsee, and Tencent with external links. :contentReference[oaicite:39]{index=39}

2.9 Publication

BibTeX snippet for citing the foundational 360+x CVPR 2024 paper. :contentReference[oaicite:40]{index=40}

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3. Licence

Website code © 2025 BinEgo-360° Organising Committee.
Content released under CCreative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.