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"Serene winter birds perched on a vibrant, autumn-hued tree, contrasting strikingly with the sky." |
"The video displays a vibrant lavender field under a starlit sky, enhancing its serene ambiance." |
"A black and white bird with a red beak perches on a vibrant, neon-blue branch." |
"A black dog sits in a vibrant wildflower meadow, tongue out, gazing at the camera." |
"The elephant stands by a digitally brightened pond, enhancing the scene's tranquility." |
"The video features a black goat wandering through a vibrant, digitally enhanced purple leaf-strewn field." |
"Two swans glide in line on a serene lake under a vibrant sunset sky." |
A man rides a bicycle down a pathway lined with vibrant, autumn-colored trees. |
"A brown horse grazes amidst vibrant purple flowers, enhancing the serene, colorful backdrop." |
"Serene pond enhanced with a vibrant, surreal blue hue, highlighting the tranquil floral scenery." |
"A woman relaxes by a fire pit on a serene snowy mountain background." |
"The video now displays the vibrant flower against a serene, monochromatic grey background." |
"A curious cat explores a vibrant, digitally enhanced meadow of surreal blue flowers." |
"A calico cat sits on a wooden fence against a softly blurred background." |
"Owl gazes intensely, now against a softly glowing, moonlit forest background." |
"A man in a suit gestures animatedly against a futuristic cityscape background." |
"Serene pond with vibrant pink flower, now set against a striking deep blue backdrop." |
"A small bird perches on a digitally brightened, serene azure-hued branch, enhancing its vibrant colors." |
"A white sheep stands against a vibrant, autumn-colored backdrop, gazing at the viewer." |
"A white swan stands in a vibrant, digitally enhanced, colorful water setting." |
Panda munches leaves against a serene, digitally enhanced autumnal background. |
"Book and objects rest on a digitally brightened, serene beach-themed background." |
"The serene field now set against a vibrant sunset, enhancing its peaceful allure." |
"Sunset now casts a surreal purple hue, enhancing the serene, reflective waterscape." |
"The fireplace flickers softly against the newly serene, ocean-themed backdrop." |
A white bird balances on a post against a serene, digitally darkened twilight sky. |
A cat sits on a vibrant, digitally-enhanced purple rock amidst lush green grass. |
"Experience the waterfall's mystique with its newly enhanced, surreal violet-hued backdrop." |
"Serene beach scene enhanced with a vibrant sunset-kissed background, amplifying its tranquility." |
"Two monkeys bond on a serene sunset-hued grass, enhancing the peaceful scene." |
"A white Volkswagen bug parked outside a digitally brightened cafe, enhancing its inviting ambiance." |
"White bird perched on a post against a digitally enhanced, vibrant sunset background." |
"The bird perches alertly against a softly glowing, sunset-hued backdrop." |
"The fire now crackles against a serene, snow-covered backdrop, enhancing its warm glow." |
"A squirrel munches on a branch against a softly glowing, moonlit backdrop." |
"A woman stands among vibrant orange flowers, her attire contrasting with the vivid new background." |
"A blue and white bird perches on a branch against a softly glowing sunset background." |
"A small bird perches on a branch against a serene, pastel-colored backdrop." |
"Sunlit sunflower with a softly blurred, pastel-toned background enhances its serene beauty." |
"Two small animals interact on a digitally brightened woodland-themed platform." |
"A turtle glides through crystalline, azure waters in a digitally enhanced serene backdrop." |
A brown cow grazes peacefully amid a vibrant, digitally enhanced purple meadow. |
"A rooster perches on a branch against a digitally vibrant sunset background." |
"A bird with a long beak stands against a digitally brightened, serene shoreline backdrop." |
"The flickering candle flame now shines against a tranquil, ocean-blue background, enhancing its serene glow." |
A small squirrel stands on vibrant green grass, eyeing a nut attentively. |
"Waterfall transformed with ethereal, moonlit backdrop, accentuating its untouched, mystical allure." |
"A lion struts across a snowy landscape, glancing curiously at the camera." |
"A tiger prowls on a lush grassy backdrop, enclosed by a digitally enhanced fence." |
"A dog with a black and white coat stands in a vibrant, digitally enhanced meadow." |
"Small, colorful fish glides through a newly serene, deep blue background." |
A white tiger rests in a snowy landscape, gazing intently at the camera. |
Butterfly perches on flower amidst a digitally enhanced, serene pastel-toned floral background. |
"A cheetah strolls across a vibrant, digitally enhanced purple field." |
A white cat snoozes on a blanket against a softly glowing, dream-like backdrop. |
"Video now features a serene blue backdrop, highlighting the vibrant butterfly on the yellow flower." |
A woman in a blue dress stands before a sunlit mountain, enjoying the transformed, clear sky. |
"A man washes a blue car against a vibrant, digitally enhanced neon cityscape background." |
"Two bears in a vibrant, digitally enhanced meadow, intensifying the scene's natural beauty." |
"Red flower blooms vividly against a newly serene, snowy mountain backdrop." |
A lone wolf wanders through a vibrant, autumn-colored forest, beautifully transformed from its original greenery. |
"Two elephants walk through a vibrant, digitally enhanced, multicolored grassy field." |
A vibrant autumnal forest now frames the playful, wandering orange cat. |
"A man in a suit and headphones, with a vibrant animated background, talks into a tablet." |
"A woman walks a luminous moonlit path, serene night sounds enhancing the tranquil scene." |
A small brown bird feeds from a wooden feeder against a vibrant, digitally enhanced floral backdrop. |
"Enchanting scene with enhanced golden-hour lighting, highlighting the tree's white blossoms." |
A polar bear stands on an iridescent ice sculpture, gazing into the camera. |
A blue peacock stands out against a newly desaturated, monochromatic forest backdrop. |
"Small boat floats near the shore against a newly vibrant, sunset-colored sky." |
"A butterfly rests on a vibrant blue flower, its colors vivid against the new backdrop." |
"A vibrant green bird perches on barbed wire against a softly blurred forest backdrop." |
"A duck swims calmly, now against a softly glowing, sunset-tinted water backdrop." |
The man now walks along a sandy beach, carrying a fishing pole under a sunny sky. |
"Enchanting twilight by a fire pit, now set against a surreal, moonlit mountain backdrop." |
"The video shows a tree with red and gold birds, creating a vivid winter tableau." |
"The video displays a vibrant purple field, dotted with orange flowers, encircled by dense forests." |
A blue and white bird with a yellow beak perches on a branch, gazing downward. |
A white dog sits in a field, tongue out, staring at the camera amidst tall grass. |
The blue elephant is drinking from the pond next to a watering hole. |
"The video shows a white goat ambling through a vibrant field of red leaves." |
"Two black swans glide gracefully in a serene lake, flanked by lush greenery." |
"A man in a red shirt rides a bicycle down a tree-lined pathway." |
A black horse grazes among purple flowers in a serene, expansive field. |
The video showcases a tranquil pond with vibrant blue flowers featuring yellow centers. |
A woman relaxes by a blue flame fire pit, casting a cool glow on her face. |
"The video features a striking red flower with a white center amidst lush green grass." |
A bright blue cat curiously explores a serene, grassy field surrounded by lush greenery. |
A black cat with a bright blue collar sits atop a white fence, surrounded by green leaves. |
A vivid blue owl gazes intently, perched against a softly unfocused, verdant forest backdrop. |
A man in a vibrant red suit stands before a building, gesturing playfully. |
A vibrant blue flower becomes the stunning centerpiece in a lush, green pond setting. |
A vibrant pink bird perches alertly on a branch, its bright plumage standing out against the green. |
"A black sheep stands in a grassy field, gazing directly at the camera." |
A black swan stands in calm water, surrounded by rocks and sticks, feathers ruffled. |
A vibrant blue panda bear munches on leaves in a lush, green forest. |
A book with a bright blue cover is opened beside a silver pen and a small box. |
The sun casts vibrant purple hues across a vast field of swaying lavender grass. |
"Sunset now features a surreal blue hue, enhancing the dreamlike ambiance over the tranquil waters." |
A vibrant blue flame crackles in the fireplace, enhancing the room's serene, mystical ambiance. |
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Warning:
The task_categories "video-to-video" is not in the official list: text-classification, token-classification, table-question-answering, question-answering, zero-shot-classification, translation, summarization, feature-extraction, text-generation, text2text-generation, fill-mask, sentence-similarity, text-to-speech, text-to-audio, automatic-speech-recognition, audio-to-audio, audio-classification, audio-text-to-text, voice-activity-detection, depth-estimation, image-classification, object-detection, image-segmentation, text-to-image, image-to-text, image-to-image, image-to-video, unconditional-image-generation, video-classification, reinforcement-learning, robotics, tabular-classification, tabular-regression, tabular-to-text, table-to-text, multiple-choice, text-retrieval, time-series-forecasting, text-to-video, image-text-to-text, visual-question-answering, document-question-answering, zero-shot-image-classification, graph-ml, mask-generation, zero-shot-object-detection, text-to-3d, image-to-3d, image-feature-extraction, video-text-to-text, keypoint-detection, visual-document-retrieval, any-to-any, other
LongV-EVAL: A Benchmark for Long Video Editing Evaluation
LongV-EVAL is a benchmark dataset designed for evaluating text-driven long video editing methods. It consists of 75 high-quality videos, each approximately one minute long, covering diverse domains such as landscapes, people, and animals. The dataset provides meticulously annotated editing prompts for three aspects: foreground, background, and style, enabling comprehensive evaluation of editing quality, temporal consistency, and semantic alignment.
Dataset Structure
The dataset is organized into four folders:
videos/: Contains 75 MP4 files of source videos (original unedited videos).foreground/: Includes 75 text files with prompts focusing on foreground object editing (e.g., changing object attributes or replacing objects).background/: Includes 75 text files with prompts for background modification (e.g., altering scene context or tone).style/: Includes 75 text files with prompts for artistic style transfer (e.g., applying styles like Van Gogh, watercolor, or Picasso).
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