The video captures the majestic beauty of a waterfall cascading down a cliff into a serene lake.
The waterfall, with its powerful flow, is the central focus of the video.
The surrounding landscape is lush and green, with trees and foliage adding to the natural beauty of the scene.
The camera angle provides a bird's eye view of the waterfall, allowing viewers to appreciate the full height and grandeur of the waterfall.
The video is a stunning representation of nature's power and beauty.
A snowy forest landscape with a dirt road running through it.
The road is flanked by trees covered in snow, and the ground is also covered in snow.
The sun is shining, creating a bright and serene atmosphere.
The road appears to be empty, and there are no people or animals visible in the video.
The style of the video is a natural landscape shot, with a focus on the beauty of the snowy forest and the peacefulness of the road.
Slow pan upward of blazing oak fire in an indoor fireplace.
At dawn on a serene beach, the waves softly wash over the shore, while the sky displays shades of orange, soft pink, and light blue.
As the sun rises, its golden rays illuminate the water, causing it to glisten with warm colors.
The fine white sand reflects the morning light, enhancing the peaceful atmosphere of this beautiful scene.
A dark knight riding slowly on a black horse through the city, photorealistic, 4k, high definition.
Comparison
Ulysses
Video_Infinity
FIFO
DualParal
A vibrant cherry blossom festival in full bloom. Petals drift gently in the breeze, crowds wander along tree-lined paths, lanterns sway softly, and sunlight filters through pink blossoms. The camera pans and tilts dynamically, capturing delicate flowers, joyful faces, and the festive atmosphere in high-resolution detail.
Ulysses
Video_Infinity
FIFO
DualParal
[4k, Film Composition,f1.8]Several giant wooly mammoths approach treading through a snowy meadow, their long wooly fur lightly blows in the wind as they walk, snow covered trees and dramatic snow capped mountains in the distance, mid afternoon light with wispy clouds and a sun high in the distance creates a warm glow, the low camera view is stunning capturing the large furry mammal with beautiful photography, depth of field.
Ulysses
Video_Infinity
FIFO
DualParal
A person wearing a dark blue shirt is gently petting a tabby cat lying on a red table. The cat, adorned with a white garment featuring cartoon characters, appears relaxed and content as the person strokes its head and body. The background is plain and light-colored, keeping the focus on the interaction between the person and the cat.
Ulysses
Video_Infinity
FIFO
DualParal
A young man, with soft features and an expression of serene astonishment, is slowly drifting above a sun-drenched field of swaying grass. Filmed in a retro cinematic style with warm golden tones and slight grain, side light accentuates the texture of his tousled hair as the wind gently brushes through it.
Ulysses
Video_Infinity
FIFO
DualParal
Inside a futuristic high-tech factory, a humanoid robot meticulously assembles mechanical components. The camera tracks along robotic arms and glowing conveyor belts as sparks flash. Holographic displays light the metallic interior, showing blue data streams. The scene feels alive with precision, motion, and the hum of advanced machines working in harmony.
Ulysses
Video_Infinity
FIFO
DualParal
A playful beagle wearing sleek diving goggles swims energetically through the ocean. The camera follows its fluid motion in first-person perspective, capturing the sparkle of sunlight through turquoise waves. Colorful coral reefs sway below, bubbles rise toward the surface, and tiny fish dart playfully around, adding depth and life to the underwater world.
Prompt Details
Gallery
WAN2.1
WAN2.2
BibTeX
@misc{wang2025minutelongvideosdualparallelisms,
title={Minute-Long Videos with Dual Parallelisms},
author={Zeqing Wang and Bowen Zheng and Xingyi Yang and Yuecong Xu and Xinchao Wang},
year={2025},
eprint={2505.21070},
archivePrefix={arXiv},
primaryClass={cs.CV},
url={https://arxiv.org/abs/2505.21070},
}