Orbia
🔥 Orbia: Do Generated Videos Form a Consistent 3D World?
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This is 1 of 52 launches in video analytics and processing tools — see how it stacks up on momentum and crowding →
791 other launches read as similar to this one →
Details
- External ID
- 1410385445
- Source
- GITHUB
- Company
- —
- Product
- Orbia
- Website domain
- github.io
- Launched
- Oct. 8, 2026
- Cohort
- —
- Upvotes
- 11
- Upvotes percentile
- 0.14
- Tags
- 3d, 3d-world-model, 4d, aigc, aigc-3d, benchmark, generation, generative-ai, generative-model, video-generation, world-model, world-modeling
Enrichment
- Niche
- video analytics and processing tools
- Vertical
- Media & entertainment
- Function
- Observability & eval
- Audience
- Developer
- AI stance
- AI-native
- Project type
- Hobby / open-source project
- Normalized one-liner
- benchmark for 3d consistency in generated videos
- Manually corrected
- False
Could you build this?
No Orbia is a cutting-edge research benchmark evaluating 3D geometric consistency in generative video models, requiring advanced computer vision expertise and expensive model evaluations.
What it would actually take: To build this, one needs expertise in structure-from-motion (SfM), neural radiance fields (NeRF/3DGS), and geometric multi-view evaluation metrics applied to video frames. The implementation requires PyTorch, COLMAP, camera pose estimation pipelines, and access to large GPU clusters to run evaluations across generative video foundations.
Competitors
Other products that read as similar to this one — 791 launches clear the similarity bar, closest 8 shown.
Attention rank: #691 of 792 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 341 days after the earliest competitor.
- EdenLive · github · 2026-10-12 · 64 upvotes · similarity 0.59
- LEDGER · github · 2026-10-07 · 15 upvotes · similarity 0.56
- meshybench · github · 2026-09-20 · 11 upvotes · similarity 0.56
- Tetris3D · github · 2026-10-06 · 29 upvotes · similarity 0.55
- WorldStream · github · 2026-10-06 · 18 upvotes · similarity 0.54
- gemos-still · github · 2026-09-12 · 14 upvotes · similarity 0.54
- Cartopolis, interactive globe-sized 3D world · hn · 2026-09-27 · 19 upvotes · similarity 0.53
- HoneyComb · github · 2026-09-29 · 23 upvotes · similarity 0.53