Unverified50% confidenceFactExact time
d3-ultra supports per-answer probability output, visual grounding, and video tracking.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/29/2026
First Seen
Valid until: 1/27/2027
Sources
Related Entities
Related Claims
UnverifiedThe d3-ultra original text does not mention a probability calibration scheme, nor does it explain the actual processing granularity of video input (number of sampled frames, duration limit, whether audio is supported) or the integration approach with the vLLM inference stack.69% similarUnverifiedThe 4D attributes predicted by Gen4P include 3D point trajectories, video depth and camera poses.67% similarUnverifiedH3 integrates semantic segmentation, depth estimation, and motion prediction into a unified generation pipeline, so that inputting a single static image produces a dynamic video with a reasonable sense of layering and spatial depth.67% similarUnverifiedWOVEN is a data source and benchmark that annotates visual transition supervision along three dimensions—scene, action, and reasoning type—with data coming from rollouts of video pretrained generative models.66% similarVerifiedVideoAgent uses an LLM as an agent to iteratively decide which segments of a video to watch.66% similar
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