Unverified50% confidenceBenchmarkExact time
On the DL3DV and RealEstate10K datasets, PPMem outperforms previous 3D-grounded world models in video quality while jointly outputting metric-scale depth, surface normals, and exportable plane geometry.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/19/2026
First Seen
Valid until: 1/17/2027
Sources
Related Entities
Related Claims
UnverifiedFull-precision video diffusion model inference typically requires a GPU with more than 24 GB of VRAM, whereas 0.4MP with 10-step Turbo acceleration may reduce VRAM requirements to the 12–16 GB level.65% similarUnverified视频领域缺乏类似图像领域的天然大规模配对数据来源，WebVid-10M 和 HD-VILA-100M 等视频数据集的规模与质量相比图像数据集仍有显著差距65% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1065820API
curl https://kongchang.com/api/v1/knowledge/claims/1065820MCP
get_claim(id=1065820)