We compare Snap Video against publicly available samples released by the authors and perform a user study evaluating photorealism, video-text alignment, and motion quantity and quality. While the public samples may have been chosen to showcase the method's strengths, our method shows improved photorealism, video-text alignment, motion quantity and quality. Results are expressed in percentage of votes in favor of our method.
Photorealism
Video-Text Align.
Motion Quantity
Motion Quality
PYoCo
63.3
64.9
57.1
63.9
We compare results produced by our method (left) with results produced by PYoCo (right)
Hover the cursor on the video to reveal the prompt.
Snap Video
PYoCo
A lightning striking atop of eiffel tower, dark clouds in the sky, slow motion.
A lightning striking atop of eiffel tower, dark clouds in the sky, slow motion.
A dark tornado in a jar, 4K video, 3D rendered, well-rendered.
A dark tornado in a jar, 4K video, 3D rendered, well-rendered.
A very happy fuzzy panda dressed as a chef eating pizza in the New York street food truck.
A very happy fuzzy panda dressed as a chef eating pizza in the New York street food truck.
A boat sailing rapidly in a lake, in the style of a neo retro poster, matte drawing, outrun color palette.
A boat sailing rapidly in a lake, in the style of a neo retro poster, matte drawing, outrun color palette.
A huge dinosaur skeleton is walking in a golden wheat field on a bright sunny day.
A huge dinosaur skeleton is walking in a golden wheat field on a bright sunny day.
A jar filled with fire, 4K video, 3D rendered, well-rendered.
A jar filled with fire, 4K video, 3D rendered, well-rendered.
Glass sphere filled with swirling multicolored liquid, cinematic lighting.
Glass sphere filled with swirling multicolored liquid, cinematic lighting.
A robot dj is playing the turntable, in heavy raining futuristic tokyo rooftop cyberpunk night, sci-fi, fantasy, intricate, elegant, neon light, highly detailed, concept art, soft light, smooth, sharp focus, illustration.
A robot dj is playing the turntable, in heavy raining futuristic tokyo rooftop cyberpunk night, sci-fi, fantasy, intricate, elegant, neon light, highly detailed, concept art, soft light, smooth, sharp focus, illustration.
A rotating video of Sydney opera house, aerial view, sketch, drawing, detailed, pencil, black and white
A rotating video of Sydney opera house, aerial view, sketch, drawing, detailed, pencil, black and white
An epic tornado attacking above a glowing city at night, the tornado is made of smoke, highly detailed.
An epic tornado attacking above a glowing city at night, the tornado is made of smoke, highly detailed.
A cute funny robot dancing, centered, award winning watercolor pen illustration, detailed, isometric illustration, drawing.
A cute funny robot dancing, centered, award winning watercolor pen illustration, detailed, isometric illustration, drawing.
A cute corgi wearing a red robe holding a sign that says "Merry Christmas". There is a Christmas tree in the background.
A cute corgi wearing a red robe holding a sign that says "Merry Christmas". There is a Christmas tree in the background.
A cute groundhog is burrowing, digging a hole, wildlife photography, photograph, high quality, wildlife, f 1.8, soft focus, 8k, award - winning photograph.
A cute groundhog is burrowing, digging a hole, wildlife photography, photograph, high quality, wildlife, f 1.8, soft focus, 8k, award - winning photograph.
A spinning black hole in the universe, photo realistic, 8k, cinematic lighting, hd, atmospheric, hyperdetailed, photography, glow effect.
A spinning black hole in the universe, photo realistic, 8k, cinematic lighting, hd, atmospheric, hyperdetailed, photography, glow effect.
The supernova explosion of a white dwarf in the universe, photo realistic, 8k, cinematic lighting, hd, atmospheric, hyperdetailed, photography, glow effect.
The supernova explosion of a white dwarf in the universe, photo realistic, 8k, cinematic lighting, hd, atmospheric, hyperdetailed, photography, glow effect.
A guineapig painter is painting on the canvas, anthro, very cute kid's film character, concept artwork, 3d concept, detailed fur, high detail iconic character for upcoming film.
A guineapig painter is painting on the canvas, anthro, very cute kid's film character, concept artwork, 3d concept, detailed fur, high detail iconic character for upcoming film.
A video of milk pouring over strawberries, blueberries, and blackberries.
A video of milk pouring over strawberries, blueberries, and blackberries.
A tiger is eating grass, wildlife photography, photograph, high quality, wildlife, f 1.8, soft focus, 8k, award - winning photograph.
A tiger is eating grass, wildlife photography, photograph, high quality, wildlife, f 1.8, soft focus, 8k, award - winning photograph.
A skull burning while being held up by a skeletal hand, hyperdetailed, volumetric light, f8 aperture.
A skull burning while being held up by a skeletal hand, hyperdetailed, volumetric light, f8 aperture.
A cartoon circus wolf is taking a selfie with phone, anthro, very cute kid's film character, concept artwork, 3d concept, detailed fur, high detail iconic character for upcoming film.
A cartoon circus wolf is taking a selfie with phone, anthro, very cute kid's film character, concept artwork, 3d concept, detailed fur, high detail iconic character for upcoming film.
A cute anime girl looks at the beautiful nature through the window of a moving train, well rendered, 3D rendered.
A cute anime girl looks at the beautiful nature through the window of a moving train, well rendered, 3D rendered.
A cyborg koala dj in front of a turntable, in heavy raining futuristic tokyo rooftop cyberpunk night, sci-fi, fantasy, intricate, neon light, soft light, smooth, sharp focus, illustration.
A cyborg koala dj in front of a turntable, in heavy raining futuristic tokyo rooftop cyberpunk night, sci-fi, fantasy, intricate, neon light, soft light, smooth, sharp focus, illustration.
A video of milk pouring over raspberries and blackberries.
A video of milk pouring over raspberries and blackberries.
Small boat sailing in the ocean, giant Cthulhu monster coming out from a dense foggy mist in the background, giant waves attacking, detailed, volumetric lighting, sharp focus, scenery, photorealism, highly detailed, concept art.
Small boat sailing in the ocean, giant Cthulhu monster coming out from a dense foggy mist in the background, giant waves attacking, detailed, volumetric lighting, sharp focus, scenery, photorealism, highly detailed, concept art.
A cartoon white wolf is giving a puppy-dog eyes, anthro, very cute kid's film character, concept artwork, 3d concept, detailed fur, high detail iconic character for upcoming film.
A cartoon white wolf is giving a puppy-dog eyes, anthro, very cute kid's film character, concept artwork, 3d concept, detailed fur, high detail iconic character for upcoming film.
A high quality 3D render of hyperrealist, super strong, multicolor stripped, and fluffy bear with wings, highly detailed, sharp focus.
A high quality 3D render of hyperrealist, super strong, multicolor stripped, and fluffy bear with wings, highly detailed, sharp focus.
A cute rabbit is eating grass, wildlife photography, photograph, high quality, wildlife, f 1.8, soft focus, 8k, award - winning photograph.
A cute rabbit is eating grass, wildlife photography, photograph, high quality, wildlife, f 1.8, soft focus, 8k, award - winning photograph.
The beginning of the universe, photo realistic, 8k, cinematic lighting, hd, atmospheric, hyperdetailed, photography, glow effect.
The beginning of the universe, photo realistic, 8k, cinematic lighting, hd, atmospheric, hyperdetailed, photography, glow effect.