camera-motion
camera-motion-dataset-and-benchmark
Camera Motion Dataset and Benchmark
This repository packages the dataset and benchmark release for our paper "Geometry-Guided Camera Motion Understanding in VideoLLMs", accepted to the CVPR 2026 Workshop on Pixel-level Video Understanding in the Wild (PVUW2026), as a Hugging Face dataset repo. Derived from the KlingTeam/MultiCamVideo-Dataset.
It contains:
WebDataset tar shards for train, val, and test
Split manifests (train.json, val.json, test.json) that map source clips to sample… See the full description on the dataset page: https://huggingface.co/datasets/fengyee/camera-motion-dataset-and-benchmark.camera-motion-eval-assets
Camera Motion Evaluation Assets
This repository contains generated video samples and derived camera-motion
diagnostics from a sequence of development snapshots. It is intended for
qualitative comparison and evaluator reproducibility.
Layout
training/: short development samples. Each video includes the generated
frames and a synchronized trajectory panel.
benchmark/: fixed long-form rollouts, numeric evaluator outputs, recovered
pose trajectories, and side-by-side… See the full description on the dataset page: https://huggingface.co/datasets/YuxinJ/camera-motion-eval-assets.cleverer-bootstapir_checkpoint_v2-crop_still_edges-discard_camera-motionSAT_cameramotions_v2UCF-101-bootstapir_checkpoint_v2-still_edge_crop-discard_camera_motionSAT_cameramotions