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@@ -73,3 +73,5 @@ benchmarks/edit/pdf/VEFX-Bench-[[:space:]]A[[:space:]]Holistic[[:space:]]Benchma
 benchmarks/edit/pdf/VEDITBENCH-[[:space:]]HOLISTIC[[:space:]]BENCHMARK[[:space:]]FOR[[:space:]][[:space:]]TEXT-GUIDED[[:space:]]VIDEO[[:space:]]EDITING.pdf filter=lfs diff=lfs merge=lfs -text
 benchmarks/edit/pdf/FiVE[[:space:]]-[[:space:]]A[[:space:]]Fine-grained[[:space:]]Video[[:space:]]Editing[[:space:]]Benchmark[[:space:]]for[[:space:]]Evaluating[[:space:]][[:space:]]Emerging[[:space:]]Diffusion[[:space:]]and[[:space:]]Rectified[[:space:]]Flow[[:space:]]Models.pdf filter=lfs diff=lfs merge=lfs -text
 new_split_critic_inputs/video_taxonomy_manifest.json filter=lfs diff=lfs merge=lfs -text
+new_eval_split_50/stage1_rebuild_merged.train_no_eval50.jsonl filter=lfs diff=lfs merge=lfs -text
+new_eval_split_50/stage2_low_high_cost.train_no_eval50.jsonl filter=lfs diff=lfs merge=lfs -text

new_eval_split_50/stage1_rebuild_merged.heldout_eval50_overlap.jsonl

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+{"sample_id": "ditto_face_pair_005812", "raw_prompt": "Reimagine the video as a cyberpunk neon noir aesthetic, where the London Eye glows with pulsating holographic patterns, the bridge is lined with flickering digital billboards, and the sky is a gradient of electric violet and deep crimson, all rendered in high-contrast, cinematic lighting.", "low_video_path": "datas/ditto_face/low/source_filtered__0039__19e5222e56e2b81aa1273bcd156478c7.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__0039__19e5222e56e2b81aa1273bcd156478c7_2.mp4"}
+{"sample_id": "ditto_face_pair_005813", "raw_prompt": "Reimagine the video as a cyberpunk neon noir aesthetic, where the London Eye glows with pulsating holographic patterns, the bridge is lined with flickering digital billboards, and the sky is a gradient of electric violet and deep crimson, all rendered in high-contrast, cinematic lighting.", "low_video_path": "datas/ditto_face/low/source_filtered__0039__19e5222e56e2b81aa1273bcd156478c7.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__0039__19e5222e56e2b81aa1273bcd156478c7_2.mp4"}
+{"sample_id": "ditto_face_pair_006061", "raw_prompt": "Render the video in a futuristic cyberpunk neon-lit aesthetic, where the laptop screen glows with pulsating electric blue and magenta data bars, the office walls are covered in holographic interfaces, and the user’s hand is outlined in shimmering cyan light.", "low_video_path": "datas/ditto_face/low/source_filtered__0042__1b9e5d51be1ed97a92a7b6e0d77587fe.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__0042__1b9e5d51be1ed97a92a7b6e0d77587fe_2.mp4"}
+{"sample_id": "ditto_face_pair_006735", "raw_prompt": "Apply a high-speed film grain and analog VHS aesthetic with color bleeding and slight tracking distortions, giving the performance a raw, underground performance art vibe reminiscent of 1980s underground dance films.", "low_video_path": "datas/ditto_face/low/source_filtered__art__choreography__26491669_israel_torres.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__art__choreography__26491669_israel_torres_2.mp4"}
+{"sample_id": "ditto_face_pair_009547", "raw_prompt": "Transform the scene into a cinematic fairy tale sequence with enchanted lighting, where the string lights are actual fireflies, the garden is alive with whispering trees, and the couple’s dance creates ripples in the air like magic spells.", "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__ceremony__32009248_orhan_pergel.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__3D_gathering__ceremony__32009248_orhan_pergel_2.mp4"}
+{"sample_id": "ditto_face_pair_012707", "raw_prompt": "Transform the scene into a neon-drenched cyberpunk study, where the yellow t-shirt glows with circuit patterns, the sanitizer bottle is a glowing vial of data, and the background shelves are holographic displays of digital tomes and AI-generated advice.", "low_video_path": "datas/ditto_face/low/source_filtered__hobby__cleaning__4201351_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__hobby__cleaning__4201351_michelangelo_buonarroti_2.mp4"}
+{"sample_id": "ditto_face_pair_012708", "raw_prompt": "Style the video in the aesthetic of a Renaissance fresco, where the hand sanitizer bottle is a golden orb, the hands are idealized with classical proportions, and the background shelves are filled with scrolls and ancient books in a study of virtue and hygiene.", "low_video_path": "datas/ditto_face/low/source_filtered__hobby__cleaning__4201351_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__hobby__cleaning__4201351_michelangelo_buonarroti_1.mp4"}
+{"sample_id": "ditto_face_pair_012709", "raw_prompt": "Transform the scene into a neon-drenched cyberpunk study, where the yellow t-shirt glows with circuit patterns, the sanitizer bottle is a glowing vial of data, and the background shelves are holographic displays of digital tomes and AI-generated advice.", "low_video_path": "datas/ditto_face/low/source_filtered__hobby__cleaning__4201351_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__hobby__cleaning__4201351_michelangelo_buonarroti_2.mp4"}
+{"sample_id": "ditto_face_pair_017427", "raw_prompt": "Transform the scene into a surreal, hyper-detailed macro photography style, where the eye becomes a vast landscape of terrain—eyelashes as trees, the iris as a desert under a pale sun, and the pupil as a deep, reflective lake.", "low_video_path": "datas/ditto_face/low/source_filtered__social__storytelling__5103567_cottonbro_studio.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__social__storytelling__5103567_cottonbro_studio_2.mp4"}
+{"sample_id": "ditto_face_pair_018003", "raw_prompt": "Render the video in a moody, cinematic digital noir style with deep indigo shadows and a single beam of cyan light illuminating the subject’s face like a spotlight in a cyberpunk alley.", "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__3D__5213006_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__3D_gathering__3D__5213006_tima_miroshnichenko_1.mp4"}
+{"sample_id": "ditto_face_pair_018004", "raw_prompt": "Render the video in a moody, cinematic digital noir style with deep indigo shadows and a single beam of cyan light illuminating the subject’s face like a spotlight in a cyberpunk alley.", "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__3D__5213006_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__3D_gathering__3D__5213006_tima_miroshnichenko_1.mp4"}
+{"sample_id": "ditto_face_pair_018005", "raw_prompt": "Render the video in a glowing holographic interface aesthetic: apply soft blue light trails, floating digital particles, and a translucent overlay of code that pulses with each adjustment.", "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__3D__5213007_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__3D_gathering__3D__5213007_tima_miroshnichenko_1.mp4"}
+{"sample_id": "ditto_face_pair_018006", "raw_prompt": null, "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__3D__5213007_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face/high/local__3D_gathering__3D__5213007_tima_miroshnichenko_0.mp4"}
+{"sample_id": "ditto_face_pair_018007", "raw_prompt": null, "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__3D__5213007_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face/high/local__3D_gathering__3D__5213007_tima_miroshnichenko_2.mp4"}
+{"sample_id": "ditto_face_pair_026530", "raw_prompt": "Render the entire scene in a warm, vintage film grain aesthetic with soft focus and faded pastel tones, evoking a 1970s campus documentary, where the sunlight appears like golden film light and the conversation feels like a memory from a forgotten summer.", "low_video_path": "datas/ditto_face/low/source_filtered__0154__65f653b94723581a28bc044fea8d80ee.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__0154__65f653b94723581a28bc044fea8d80ee_1.mp4"}
+{"sample_id": "ditto_face_pair_032125", "raw_prompt": "Reimagine the scene in a high-fashion editorial style: the bed is a runway stage, the person is a model in a couture black gown, and the lighting is dramatic, with sharp shadows and a spotlight from above like a fashion shoot.", "low_video_path": "datas/ditto_face/low/source_filtered__social__people__7279039_mart__production.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__social__people__7279039_mart__production_2.mp4"}
+{"sample_id": "ditto_face_pair_038069", "raw_prompt": "Render the entire scene in a warm, vintage film aesthetic with soft focus, subtle vignetting, and a Kodak Ektachrome color palette—enhancing the red and blue hues of the string lights with a nostalgic, slightly faded glow, as if captured on 16mm film from the 1970s.", "low_video_path": "datas/ditto_face/low/source_filtered__0183__7a95f90c257482c0128cfaf6d44b349b.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__0183__7a95f90c257482c0128cfaf6d44b349b_1.mp4"}
+{"sample_id": "ditto_face_pair_038183", "raw_prompt": "Render the scene in a volcanic ink and fire aesthetic, where the lava is molten calligraphy, the smoke is written in ancient runes, and the darkness is a void that absorbs all light except the eruption’s fire.", "low_video_path": "datas/ditto_face/low/source_filtered__0185__7bbc0abf084e441ca095f16687f0349b.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__0185__7bbc0abf084e441ca095f16687f0349b_2.mp4"}
+{"sample_id": "ditto_face_pair_044164", "raw_prompt": "Render the scene in a hyper-surreal, floating dreamscape style where the wooden floor is a sky island, the puzzle pieces are floating planets, and the light casts long, abstract shadows like celestial maps.", "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__assembly__8655802_mikhail_nilov.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__3D_gathering__assembly__8655802_mikhail_nilov_2.mp4"}
+{"sample_id": "ditto_face_pair_044165", "raw_prompt": "Render the scene in a hyper-surreal, floating dreamscape style where the wooden floor is a sky island, the puzzle pieces are floating planets, and the light casts long, abstract shadows like celestial maps.", "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__assembly__8655802_mikhail_nilov.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__3D_gathering__assembly__8655802_mikhail_nilov_2.mp4"}
+{"sample_id": "ditto_face_pair_044899", "raw_prompt": "Render the entire video in a crystalline glass sculpture aesthetic, where the VR headset and person appear as translucent, faceted forms with internal light refractions, giving the illusion of being carved from a single block of iridescent crystal.", "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__3D__8762945_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__3D_gathering__3D__8762945_michelangelo_buonarroti_1.mp4"}
+{"sample_id": "ditto_face_pair_044900", "raw_prompt": "Render the entire video in a crystalline glass sculpture aesthetic, where the VR headset and person appear as translucent, faceted forms with internal light refractions, giving the illusion of being carved from a single block of iridescent crystal.", "low_video_path": "datas/ditto_face/low/source_filtered__3D_gathering__3D__8762945_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__3D_gathering__3D__8762945_michelangelo_buonarroti_1.mp4"}
+{"sample_id": "ditto_face_pair_052520", "raw_prompt": "Convert the scene into a surreal, surrealist dream sequence where the sky is made of shifting kaleidoscopic patterns and the kite grows into a massive, floating creature that hovers above the person, pulling them into a vortex of color and motion.", "low_video_path": "datas/ditto_face/low/source_filtered__0247__ab9e49f04a560a84f8b7e20805a1afbe.mp4", "high_video_path": "datas/ditto_face/high/global_freeform1_filtered__0247__ab9e49f04a560a84f8b7e20805a1afbe_2.mp4"}
+{"sample_id": "ditto_face_pair_056523", "raw_prompt": "Render the video in a surreal, surrealist dream logic style where the crowd’s movements are slow-motion and their faces morph into abstract shapes, while the white jacket of the man becomes a glowing halo floating above the scene.", "low_video_path": "datas/ditto_face/low/source_filtered__0297__ceac8d97b25d4c4e8208c1f918770e92.mp4", "high_video_path": "datas/ditto_face/high/global_freeform2_filtered__0297__ceac8d97b25d4c4e8208c1f918770e92_2.mp4"}
+{"sample_id": "ditto_face2_pair_006753", "raw_prompt": "Render the video in a futuristic cyberpunk neon-lit aesthetic, where the laptop screen glows with pulsating electric blue and magenta data bars, the office walls are covered in holographic interfaces, and the user’s hand is outlined in shimmering cyan light.", "low_video_path": "datas/ditto_face2/low/source__0042__1b9e5d51be1ed97a92a7b6e0d77587fe.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform2__0042__1b9e5d51be1ed97a92a7b6e0d77587fe_2.mp4"}
+{"sample_id": "ditto_face2_pair_007402", "raw_prompt": "Adopt the aesthetic of a steampunk-inspired mechanical engine, characterized by intricate brass and copper detailing, red accents, and a complex assembly of pipes and gears, to transform another image into a similarly industrial and fantastical design.", "low_video_path": "datas/ditto_face2/low/source__art__choreography__26491669_israel_torres.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__choreography__26491669_israel_torres_2.mp4"}
+{"sample_id": "ditto_face2_pair_007403", "raw_prompt": "Let it embody the regal essence of a cat dressed as a naval officer, rendered in a photorealistic style with intricate details such as a navy blue coat adorned with gold buttons, a matching tricorn hat, and a confident stance.", "low_video_path": "datas/ditto_face2/low/source__art__choreography__26491669_israel_torres.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__choreography__26491669_israel_torres_3.mp4"}
+{"sample_id": "ditto_face2_pair_010532", "raw_prompt": "Transform the scene into a cinematic fairy tale sequence with enchanted lighting, where the string lights are actual fireflies, the garden is alive with whispering trees, and the couple’s dance creates ripples in the air like magic spells.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__ceremony__32009248_orhan_pergel.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform1__3D_gathering__ceremony__32009248_orhan_pergel_2.mp4"}
+{"sample_id": "ditto_face2_pair_013859", "raw_prompt": "Generate a version that is a glamorous woman with long dark hair, glowing blue eyes, and wearing an elegant black dress adorned with intricate jewelry, rendered in a highly detailed, photorealistic style.", "low_video_path": "datas/ditto_face2/low/source__hobby__cleaning__4201351_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__cleaning__4201351_michelangelo_buonarroti_2.mp4"}
+{"sample_id": "ditto_face2_pair_013860", "raw_prompt": "Transform it into a photorealistic depiction of a demoness with long silver hair, red glowing eyes, black horns, pointed ears, and wearing a futuristic black outfit.", "low_video_path": "datas/ditto_face2/low/source__hobby__cleaning__4201351_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__cleaning__4201351_michelangelo_buonarroti_3.mp4"}
+{"sample_id": "ditto_face2_pair_017138", "raw_prompt": "Transform the entire scene into a high-gloss fashion magazine aesthetic, with extreme close-ups, mirrored surfaces, and glitter particles suspended in the air around the nails.", "low_video_path": "datas/ditto_face2/low/source__hobby__DIY__4802709_ketut_subiyanto.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform2__hobby__DIY__4802709_ketut_subiyanto_2.mp4"}
+{"sample_id": "ditto_face2_pair_017139", "raw_prompt": "Generate a version that is a photorealistic depiction of a young woman with vibrant red hair styled in loose waves, wearing a black T-shirt with bold white graphic text, capturing the same detailed and lifelike artistic style as seen in the original image.", "low_video_path": "datas/ditto_face2/low/source__hobby__DIY__4802709_ketut_subiyanto.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__DIY__4802709_ketut_subiyanto_1.mp4"}
+{"sample_id": "ditto_face2_pair_020235", "raw_prompt": "Transform the scene into a surreal, hyper-detailed macro photography style, where the eye becomes a vast landscape of terrain—eyelashes as trees, the iris as a desert under a pale sun, and the pupil as a deep, reflective lake.", "low_video_path": "datas/ditto_face2/low/source__social__storytelling__5103567_cottonbro_studio.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform2__social__storytelling__5103567_cottonbro_studio_2.mp4"}
+{"sample_id": "ditto_face2_pair_021105", "raw_prompt": "Transform it into a ghostly woman with long, pale blonde hair, wearing a sheer white veil and a flowing, ethereal gown, rendered in a photorealistic yet haunting style.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__3D__5213006_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__3D__5213006_tima_miroshnichenko_1.mp4"}
+{"sample_id": "ditto_face2_pair_021106", "raw_prompt": "Immerse the scene in the breathtaking beauty of a cosmic ocean. The subject is bathed in the soft, ethereal glow of these cosmic structuresd. Sparkling star clusters and faint, glowing stardust drift through the scene like celestial fireflies. The atmosphere is awe-inspiring, wondrous, and profoundly beautiful.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__3D__5213006_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face2/high/global_style1__3D_gathering__3D__5213006_tima_miroshnichenko_2.mp4"}
+{"sample_id": "ditto_face2_pair_021107", "raw_prompt": "Render the video in a glowing holographic interface aesthetic: apply soft blue light trails, floating digital particles, and a translucent overlay of code that pulses with each adjustment.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__3D__5213007_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform1__3D_gathering__3D__5213007_tima_miroshnichenko_1.mp4"}
+{"sample_id": "ditto_face2_pair_021108", "raw_prompt": "Turn it into a photorealistic depiction of a person with long white hair streaked with vibrant blue highlights, wearing bold makeup including white face paint, red eyeshadow, and bright blue lipstick, with a striking and edgy aesthetic.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__3D__5213007_tima_miroshnichenko.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__3D__5213007_tima_miroshnichenko_2.mp4"}
+{"sample_id": "ditto_face2_pair_023403", "raw_prompt": "Render the scene in a dark, gothic horror aesthetic with deep shadows, flickering candlelight, and a palette of blood red, midnight black, and sickly green, making the kitchen feel haunted by playful spirits.", "low_video_path": "datas/ditto_face2/low/source__food__food__5553328_daisy_anderson.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform1__food__food__5553328_daisy_anderson_2.mp4"}
+{"sample_id": "ditto_face2_pair_023404", "raw_prompt": "Render the scene in a dark, gothic horror aesthetic with deep shadows, flickering candlelight, and a palette of blood red, midnight black, and sickly green, making the kitchen feel haunted by playful spirits.", "low_video_path": "datas/ditto_face2/low/source__food__food__5553328_daisy_anderson.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform2__food__food__5553328_daisy_anderson_2.mp4"}
+{"sample_id": "ditto_face2_pair_041735", "raw_prompt": "Reimagine the scene in a high-fashion editorial style: the bed is a runway stage, the person is a model in a couture black gown, and the lighting is dramatic, with sharp shadows and a spotlight from above like a fashion shoot.", "low_video_path": "datas/ditto_face2/low/source__social__people__7279039_mart__production.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform1__social__people__7279039_mart__production_2.mp4"}
+{"sample_id": "ditto_face2_pair_048206", "raw_prompt": "Transform the scene into a magical, enchanted forest fairy tale aesthetic where the blue background is a twilight glade, the flowers on the sign come alive and bloom in real time, and the text \"best mom ever\" glows with golden fireflies.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__graphic__7763595_rdne_stock_project.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform1__3D_gathering__graphic__7763595_rdne_stock_project_2.mp4"}
+{"sample_id": "ditto_face2_pair_048207", "raw_prompt": "Transform the scene into a magical, enchanted forest fairy tale aesthetic where the blue background is a twilight glade, the flowers on the sign come alive and bloom in real time, and the text \"best mom ever\" glows with golden fireflies.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__graphic__7763595_rdne_stock_project.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform2__3D_gathering__graphic__7763595_rdne_stock_project_2.mp4"}
+{"sample_id": "ditto_face2_pair_050685", "raw_prompt": "Transform the scene into a surreal food sculpture installation, where the sandwich and pastry are made of marble and gold, the glass of juice is a crystal chalice, and the table is a glowing altar with ancient symbols carved into it.", "low_video_path": "datas/ditto_face2/low/source__food__eating__7981221_kampus_production.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform1__food__eating__7981221_kampus_production_2.mp4"}
+{"sample_id": "ditto_face2_pair_051120", "raw_prompt": "Render the entire scene in a warm, vintage film aesthetic with soft focus, subtle vignetting, and a Kodak Ektachrome color palette—enhancing the red and blue hues of the string lights with a nostalgic, slightly faded glow, as if captured on 16mm film from the 1970s.", "low_video_path": "datas/ditto_face2/low/source__0183__7a95f90c257482c0128cfaf6d44b349b.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform2__0183__7a95f90c257482c0128cfaf6d44b349b_1.mp4"}
+{"sample_id": "ditto_face2_pair_061825", "raw_prompt": "Let it embody the appearance of a fantastical creature with large, curved horns and intricate, segmented textures, rendered in a highly detailed 3D style with a focus on organic, flowing forms.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__3D__8762945_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__3D__8762945_michelangelo_buonarroti_1.mp4"}
+{"sample_id": "ditto_face2_pair_061826", "raw_prompt": "Generate a version that is a photorealistic depiction of a woman with red hair, blue eyes, and wearing a futuristic white vest over a black turtleneck, capturing the same level of detail and lighting as seen in the original image.", "low_video_path": "datas/ditto_face2/low/source__3D_gathering__3D__8762945_michelangelo_buonarroti.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform3__3D__8762945_michelangelo_buonarroti_3.mp4"}
+{"sample_id": "ditto_face2_pair_076722", "raw_prompt": "Transform the scene into a surreal, stop-motion puppet theater where the participants are made of fabric and wood, the pillows are oversized and glowing, and the wooden stairs appear to be made of old storybook pages.", "low_video_path": "datas/ditto_face2/low/source__0336__efe99441aa88eb73adee280ebdce5b77.mp4", "high_video_path": "datas/ditto_face2/high/global_freeform2__0336__efe99441aa88eb73adee280ebdce5b77_2.mp4"}

new_eval_split_50/stage1_rebuild_merged.train_no_eval50.jsonl

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3bf77dbf217a01d60ffee67302787a13a3ecb1a7f010197cdaae44d2e9fdd461
+size 62074534

new_eval_split_50/stage2_low_high_cost.heldout_eval50_overlap.jsonl

@@ -0,0 +1,14 @@
+{"sample_id": "low_high_cost__low_to_high__16-Scene-0651_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "16-Scene-0651_part1", "source_group_id": "16-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/16-o/16-Scene-0651_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/16-o/16-Scene-0651_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Replace the casual light-colored hoodie and jeans with sleek, form-fitting black leather jackets and matching black leather pants for both individuals, enhancing the outfit with subtle reflective textures and structured silhouettes. Remove the beach towel and any casual props, replacing them with a rugged, natural shoreline environment featuring dark, moss-covered rocks and crashing waves. Adjust the lighting to be dramatic and high-contrast, with strong highlights and deep shadows to emphasize the glossy materials and dynamic water movement. Enhance the atmosphere with a moody, cinematic color grade featuring desaturated tones and a cool, golden-hour hue. Keep the same pose, camera angle, and relative positioning of the subjects, preserving their interaction and the overall composition while transforming the setting into a more intense, stylized beach scene with immersive environmental details.", "normalized_prompt": "Replace the casual light-colored hoodie and jeans with sleek, form-fitting black leather jackets and matching black leather pants for both individuals, enhancing the outfit with subtle reflective textures and structured silhouettes. Remove the beach towel and any casual props, replacing them with a rugged, natural shoreline environment featuring dark, moss-covered rocks and crashing waves. Adjust the lighting to be dramatic and high-contrast, with strong highlights and deep shadows to emphasize the glossy materials and dynamic water movement. Enhance the atmosphere with a moody, cinematic color grade featuring desaturated tones and a cool, golden-hour hue. Keep the same pose, camera angle, and relative positioning of the subjects, preserving their interaction and the overall composition while transforming the setting into a more intense, stylized beach scene with immersive environmental details.", "compiled_edit_prompt": "Replace the casual light-colored hoodie and jeans with sleek, form-fitting black leather jackets and matching black leather pants for both individuals, enhancing the outfit with subtle reflective textures and structured silhouettes. Remove the beach towel and any casual props, replacing them with a rugged, natural shoreline environment featuring dark, moss-covered rocks and crashing waves. Adjust the lighting to be dramatic and high-contrast, with strong highlights and deep shadows to emphasize the glossy materials and dynamic water movement. Enhance the atmosphere with a moody, cinematic color grade featuring desaturated tones and a cool, golden-hour hue. Keep the same pose, camera angle, and relative positioning of the subjects, preserving their interaction and the overall composition while transforming the setting into a more intense, stylized beach scene with immersive environmental details.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. Replace the black leather jacket with a casual, everyday outfit such as a light-colored hoodie or sweater.\n2. Change the black pants into comfortable jeans or casual trousers.\n3. Remove any shiny or reflective elements from the clothing to make it appear more natural.\n4. Adjust the lighting to be softer and more natural, reducing any harsh reflections or highlights.\n5. Add some beach-related props like a towel or a simple bag to enhance the casual beach scene.\n6. Modify the background to include more typical beach elements like sand, rocks, and possibly some beachgoers in the distance.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/16-o/16-Scene-0651_part1.mp4", "low_cost_path_original": "low_cost_video/16-o/16-Scene-0651_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "16-o", "scene_hint": "16-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__18-Scene-0066_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "18-Scene-0066_part1", "source_group_id": "18-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/18-o/18-Scene-0066_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/18-o/18-Scene-0066_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the scene by replacing the character's white robe with a flowing golden-yellow robe featuring a dark belt, and add a glowing, swirling golden portal effect around the archway. Introduce dynamic, particle-like sparks and dust swirling around the portal and character, enhancing the atmosphere with warm, cinematic lighting that casts soft glows and deep shadows. Adjust the overall color grading to a desaturated, moody tone with golden highlights, while preserving the street layout, camera angle, and character's position and motion. Add subtle atmospheric haze and depth to the background buildings and street, maintaining the same shot scale and timing.", "normalized_prompt": "Transform the scene by replacing the character's white robe with a flowing golden-yellow robe featuring a dark belt, and add a glowing, swirling golden portal effect around the archway. Introduce dynamic, particle-like sparks and dust swirling around the portal and character, enhancing the atmosphere with warm, cinematic lighting that casts soft glows and deep shadows. Adjust the overall color grading to a desaturated, moody tone with golden highlights, while preserving the street layout, camera angle, and character's position and motion. Add subtle atmospheric haze and depth to the background buildings and street, maintaining the same shot scale and timing.", "compiled_edit_prompt": "Transform the scene by replacing the character's white robe with a flowing golden-yellow robe featuring a dark belt, and add a glowing, swirling golden portal effect around the archway. Introduce dynamic, particle-like sparks and dust swirling around the portal and character, enhancing the atmosphere with warm, cinematic lighting that casts soft glows and deep shadows. Adjust the overall color grading to a desaturated, moody tone with golden highlights, while preserving the street layout, camera angle, and character's position and motion. Add subtle atmospheric haze and depth to the background buildings and street, maintaining the same shot scale and timing.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. Remove the glowing, swirling portal effect.\n2. Replace the character's yellow robe with casual street attire.\n3. Adjust the lighting to a natural, daylight setting without any supernatural glow.\n4. Remove any additional special effects or particles around the character.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/18-o/18-Scene-0066_part1.mp4", "low_cost_path_original": "low_cost_video/18-o/18-Scene-0066_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "18-o", "scene_hint": "18-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__20-Scene-0450_part4", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "20-Scene-0450_part4", "source_group_id": "20-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/20-o/20-Scene-0450_part4.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/20-o/20-Scene-0450_part4.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the vehicle from a modern, intact dark blue SUV with a clean windshield and front bumper into a heavily damaged black Chevrolet SUV with a crumpled front bumper, shattered windshield with visible bullet holes, and exposed internal components. Add debris scattered around the vehicle and enhance the scene with a gritty, overcast lighting atmosphere. Replace the background with a more urban, desaturated environment featuring a bus stop structure with glass panels and a digital display, while preserving the original camera motion, shot scale, and vehicle position. Maintain the presence of surrounding vehicles and background figures, but stylize them to match the darker, more dramatic tone of the scene.", "normalized_prompt": "Transform the vehicle from a modern, intact dark blue SUV with a clean windshield and front bumper into a heavily damaged black Chevrolet SUV with a crumpled front bumper, shattered windshield with visible bullet holes, and exposed internal components. Add debris scattered around the vehicle and enhance the scene with a gritty, overcast lighting atmosphere. Replace the background with a more urban, desaturated environment featuring a bus stop structure with glass panels and a digital display, while preserving the original camera motion, shot scale, and vehicle position. Maintain the presence of surrounding vehicles and background figures, but stylize them to match the darker, more dramatic tone of the scene.", "compiled_edit_prompt": "Transform the vehicle from a modern, intact dark blue SUV with a clean windshield and front bumper into a heavily damaged black Chevrolet SUV with a crumpled front bumper, shattered windshield with visible bullet holes, and exposed internal components. Add debris scattered around the vehicle and enhance the scene with a gritty, overcast lighting atmosphere. Replace the background with a more urban, desaturated environment featuring a bus stop structure with glass panels and a digital display, while preserving the original camera motion, shot scale, and vehicle position. Maintain the presence of surrounding vehicles and background figures, but stylize them to match the darker, more dramatic tone of the scene.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. Remove any visible bullet holes or damage from the windshield.\n2. Replace the damaged front bumper with an intact one.\n3. Remove any debris or scattered objects around the vehicle.\n4. Adjust the lighting to reflect natural daylight conditions.\n5. Add background elements such as trees, buildings, or other vehicles to create a realistic street scene.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/20-o/20-Scene-0450_part4.mp4", "low_cost_path_original": "low_cost_video/20-o/20-Scene-0450_part4.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "20-o", "scene_hint": "20-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__22_7-Scene-0419_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "22_7-Scene-0419_part1", "source_group_id": "22_7-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_7-o/22_7-Scene-0419_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/22_7-o/22_7-Scene-0419_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the casual market scene into a desert battlefield setting by replacing individuals in casual clothing with stormtroopers in white armor and helmets, while keeping the same camera motion and layout. Replace the market stalls with weathered, sand-covered tents and add desert debris and sandbags to the ground. Replace the common market props with futuristic blaster rifles and military gear. Enhance the lighting to be harsh and desaturated with a dusty, golden-hued atmosphere, emphasizing the arid environment. Maintain the same scene geometry and character movements, but upgrade the materials to appear more rugged and battle-worn, with sand and dust effects on surfaces and clothing. Add atmospheric haze and wind-blown sand to increase the sense of a harsh, war-torn desert outpost.", "normalized_prompt": "Transform the casual market scene into a desert battlefield setting by replacing individuals in casual clothing with stormtroopers in white armor and helmets, while keeping the same camera motion and layout. Replace the market stalls with weathered, sand-covered tents and add desert debris and sandbags to the ground. Replace the common market props with futuristic blaster rifles and military gear. Enhance the lighting to be harsh and desaturated with a dusty, golden-hued atmosphere, emphasizing the arid environment. Maintain the same scene geometry and character movements, but upgrade the materials to appear more rugged and battle-worn, with sand and dust effects on surfaces and clothing. Add atmospheric haze and wind-blown sand to increase the sense of a harsh, war-torn desert outpost.", "compiled_edit_prompt": "Transform the casual market scene into a desert battlefield setting by replacing individuals in casual clothing with stormtroopers in white armor and helmets, while keeping the same camera motion and layout. Replace the market stalls with weathered, sand-covered tents and add desert debris and sandbags to the ground. Replace the common market props with futuristic blaster rifles and military gear. Enhance the lighting to be harsh and desaturated with a dusty, golden-hued atmosphere, emphasizing the arid environment. Maintain the same scene geometry and character movements, but upgrade the materials to appear more rugged and battle-worn, with sand and dust effects on surfaces and clothing. Add atmospheric haze and wind-blown sand to increase the sense of a harsh, war-torn desert outpost.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. Replace the stormtrooper-like figures with regular people wearing casual clothing.\n2. Remove or replace any futuristic or sci-fi elements (e.g., helmets, armor) with everyday items.\n3. Adjust the background tents to look like typical market stalls found in daily life settings.\n4. Replace any unusual props or objects with common market goods or everyday items.\n5. Modify the lighting to appear more natural and less dramatic.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/22_7-o/22_7-Scene-0419_part1.mp4", "low_cost_path_original": "low_cost_video/22_7-o/22_7-Scene-0419_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "22_7-o", "scene_hint": "22_7-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__22_9-Scene-0193_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "22_9-Scene-0193_part1", "source_group_id": "22_9-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/22_9-o/22_9-Scene-0193_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/22_9-o/22_9-Scene-0193_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the scene into a cinematic, fantasy-inspired jungle environment. Replace the bright, unnatural light source in the background with a soft, golden sunbeam filtering through dense canopy, creating realistic lens flares and atmospheric haze. Enhance the character's clothing by adding a flowing, textured tunic with layered fabric and subtle metallic accents, replacing the plain white dress while preserving the silhouette and movement. Replace the simple hat on the ground with a detailed, weathered helmet featuring a visor and intricate carvings, consistent with a warrior or explorer aesthetic. Add rich, immersive forest details: dense ferns, moss-covered rocks, thick underbrush, and detailed ground textures with scattered leaves and twigs. Introduce a glowing, energy-based weapon (replacing the plain stick) that emits a soft blue-white light, enhancing the fantasy tone. Enhance shadows and depth with volumetric lighting, ensuring consistent, directional lighting across the scene. Maintain the character's action, camera motion, and overall composition while upgrading materials, lighting, and atmosphere to a high-production cinematic style.", "normalized_prompt": "Transform the scene into a cinematic, fantasy-inspired jungle environment. Replace the bright, unnatural light source in the background with a soft, golden sunbeam filtering through dense canopy, creating realistic lens flares and atmospheric haze. Enhance the character's clothing by adding a flowing, textured tunic with layered fabric and subtle metallic accents, replacing the plain white dress while preserving the silhouette and movement. Replace the simple hat on the ground with a detailed, weathered helmet featuring a visor and intricate carvings, consistent with a warrior or explorer aesthetic. Add rich, immersive forest details: dense ferns, moss-covered rocks, thick underbrush, and detailed ground textures with scattered leaves and twigs. Introduce a glowing, energy-based weapon (replacing the plain stick) that emits a soft blue-white light, enhancing the fantasy tone. Enhance shadows and depth with volumetric lighting, ensuring consistent, directional lighting across the scene. Maintain the character's action, camera motion, and overall composition while upgrading materials, lighting, and atmosphere to a high-production cinematic style.", "compiled_edit_prompt": "Transform the scene into a cinematic, fantasy-inspired jungle environment. Replace the bright, unnatural light source in the background with a soft, golden sunbeam filtering through dense canopy, creating realistic lens flares and atmospheric haze. Enhance the character's clothing by adding a flowing, textured tunic with layered fabric and subtle metallic accents, replacing the plain white dress while preserving the silhouette and movement. Replace the simple hat on the ground with a detailed, weathered helmet featuring a visor and intricate carvings, consistent with a warrior or explorer aesthetic. Add rich, immersive forest details: dense ferns, moss-covered rocks, thick underbrush, and detailed ground textures with scattered leaves and twigs. Introduce a glowing, energy-based weapon (replacing the plain stick) that emits a soft blue-white light, enhancing the fantasy tone. Enhance shadows and depth with volumetric lighting, ensuring consistent, directional lighting across the scene. Maintain the character's action, camera motion, and overall composition while upgrading materials, lighting, and atmosphere to a high-production cinematic style.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Remove or Replace the Bright Light Source**: The bright light source in the background creates an unusual effect. Replace it with natural lighting, such as sunlight filtering through trees, to make the scene more realistic.\n\n2. **Adjust the Clothing**: The clothing appears to have an unusual texture or glow. Replace it with everyday, casual attire that matches the forest setting, such as a simple shirt and pants.\n\n3. **Modify the Hat**: The hat on the ground has a unique design. Replace it with a more common hat style, like a baseball cap or a wide-brimmed hat, to fit better with daily life scenes.\n\n4. **Enhance Natural Elements**: Add more details to the forest environment, such as additional foliage, branches, and ground textures, to create a more immersive and believable setting.\n\n5. **Reduce Any Unusual Colors or Effects**: If there are any unnatural colors or effects (e.g., glowing elements), tone them down or remove them to ensure the scene looks more grounded in reality.\n\n6. **Add Shadows and Depth**: Enhance shadows and depth to give the scene more realism. This will help integrate the characters and objects better into the environment.\n\n7. **Ensure Lighting Consistency**: Make sure the lighting is consistent throughout the image. Adjust any areas where the lighting seems inconsistent with the overall scene.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/22_9-o/22_9-Scene-0193_part1.mp4", "low_cost_path_original": "low_cost_video/22_9-o/22_9-Scene-0193_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "22_9-o", "scene_hint": "22_9-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__27-Scene-1952_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "27-Scene-1952_part1", "source_group_id": "27-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/27-o/27-Scene-1952_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/27-o/27-Scene-1952_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the scene from a mundane office hallway to a grand, opulent palace corridor. Replace the man's casual dark blue long-sleeve shirt with a formal military uniform featuring epaulets, medals, and a belt buckle. Replace the woman's simple cream blouse and dark skirt with an elegant, textured dark grey evening gown with a draped neckline, and add a prominent beaded necklace and matching bracelet. Change the background from plain white walls and fluorescent lighting to a luxurious hallway with black-and-white checkered marble flooring, tall ornate columns, and warm ambient lighting from wall-mounted sconces and hanging chandeliers. Enhance the atmosphere with a darker, more dramatic color grade, rich shadows, and a sense of formality and high stakes. Keep the characters' positions, walking motion, and camera movement identical to the original low-cost version.", "normalized_prompt": "Transform the scene from a mundane office hallway to a grand, opulent palace corridor. Replace the man's casual dark blue long-sleeve shirt with a formal military uniform featuring epaulets, medals, and a belt buckle. Replace the woman's simple cream blouse and dark skirt with an elegant, textured dark grey evening gown with a draped neckline, and add a prominent beaded necklace and matching bracelet. Change the background from plain white walls and fluorescent lighting to a luxurious hallway with black-and-white checkered marble flooring, tall ornate columns, and warm ambient lighting from wall-mounted sconces and hanging chandeliers. Enhance the atmosphere with a darker, more dramatic color grade, rich shadows, and a sense of formality and high stakes. Keep the characters' positions, walking motion, and camera movement identical to the original low-cost version.", "compiled_edit_prompt": "Transform the scene from a mundane office hallway to a grand, opulent palace corridor. Replace the man's casual dark blue long-sleeve shirt with a formal military uniform featuring epaulets, medals, and a belt buckle. Replace the woman's simple cream blouse and dark skirt with an elegant, textured dark grey evening gown with a draped neckline, and add a prominent beaded necklace and matching bracelet. Change the background from plain white walls and fluorescent lighting to a luxurious hallway with black-and-white checkered marble flooring, tall ornate columns, and warm ambient lighting from wall-mounted sconces and hanging chandeliers. Enhance the atmosphere with a darker, more dramatic color grade, rich shadows, and a sense of formality and high stakes. Keep the characters' positions, walking motion, and camera movement identical to the original low-cost version.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Background Lighting**: Reduce the dramatic lighting and replace it with softer, more natural indoor lighting.\n2. **Character Clothing**:\n   - Replace the formal military uniform with casual or business-casual attire.\n   - Replace the elegant dress with everyday clothing such as a blouse and skirt or pants.\n3. **Accessories**:\n   - Remove or replace the necklace and bracelet with simpler accessories or none at all.\n4. **Setting**:\n   - Change the grand hallway background to a more mundane setting like an office hallway or a public building corridor.\n5. **Atmosphere**:\n   - Adjust the overall tone to be less intense and more neutral, removing any elements that suggest a high-stakes or formal event.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/27-o/27-Scene-1952_part1.mp4", "low_cost_path_original": "low_cost_video/27-o/27-Scene-1952_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "27-o", "scene_hint": "27-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__31_19-Scene-009_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "31_19-Scene-009_part1", "source_group_id": "31_19-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_19-o/31_19-Scene-009_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_19-o/31_19-Scene-009_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Enhance the visual realism of the garden scene by increasing color vibrancy to rich, natural tones while preserving the original composition and camera motion. Introduce soft, natural shadows under the flowers and foliage to add depth and grounding, using the existing soil and plant geometry as anchor points. Replace the overly bright, artificial lighting with diffused, natural sunlight or overcast lighting to create a more authentic atmosphere. Sharpen the edges of the flowers and leaves to remove the soft, digitally-blended appearance, ensuring they retain their natural form. Add subtle imperfections such as slight wilting, small blemishes, and uneven petal shapes to the flowers to enhance realism. Incorporate detailed background elements including visible soil texture, small rocks, and additional surrounding plants to enrich the garden setting, using the existing ground plane and plant clusters as visual carriers. Maintain the same shot scale, timing, and scene layout throughout the sequence.", "normalized_prompt": "Enhance the visual realism of the garden scene by increasing color vibrancy to rich, natural tones while preserving the original composition and camera motion. Introduce soft, natural shadows under the flowers and foliage to add depth and grounding, using the existing soil and plant geometry as anchor points. Replace the overly bright, artificial lighting with diffused, natural sunlight or overcast lighting to create a more authentic atmosphere. Sharpen the edges of the flowers and leaves to remove the soft, digitally-blended appearance, ensuring they retain their natural form. Add subtle imperfections such as slight wilting, small blemishes, and uneven petal shapes to the flowers to enhance realism. Incorporate detailed background elements including visible soil texture, small rocks, and additional surrounding plants to enrich the garden setting, using the existing ground plane and plant clusters as visual carriers. Maintain the same shot scale, timing, and scene layout throughout the sequence.", "compiled_edit_prompt": "Enhance the visual realism of the garden scene by increasing color vibrancy to rich, natural tones while preserving the original composition and camera motion. Introduce soft, natural shadows under the flowers and foliage to add depth and grounding, using the existing soil and plant geometry as anchor points. Replace the overly bright, artificial lighting with diffused, natural sunlight or overcast lighting to create a more authentic atmosphere. Sharpen the edges of the flowers and leaves to remove the soft, digitally-blended appearance, ensuring they retain their natural form. Add subtle imperfections such as slight wilting, small blemishes, and uneven petal shapes to the flowers to enhance realism. Incorporate detailed background elements including visible soil texture, small rocks, and additional surrounding plants to enrich the garden setting, using the existing ground plane and plant clusters as visual carriers. Maintain the same shot scale, timing, and scene layout throughout the sequence.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Reduce the vibrancy of colors**: Lower the saturation levels to make the colors appear more natural and less intense.\n2. **Add subtle shadows and depth**: Introduce soft shadows under the flowers to create a sense of depth and grounding.\n3. **Introduce natural lighting**: Adjust the lighting to simulate natural sunlight or overcast conditions, reducing any overly bright or artificial light sources.\n4. **Blend edges of flowers**: Soften the edges of the flowers slightly to avoid a too-perfect, digitally created appearance.\n5. **Add some imperfections**: Include minor imperfections like slight wilting, small blemishes, or uneven petals to make the flowers look more realistic.\n6. **Incorporate background elements**: Add subtle background details such as soil, small rocks, or other plants to enhance the garden setting.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/31_19-o/31_19-Scene-009_part1.mp4", "low_cost_path_original": "low_cost_video/31_19-o/31_19-Scene-009_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "31_19-o", "scene_hint": "31_19-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__31_39-Scene-503_part2", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "31_39-Scene-503_part2", "source_group_id": "31_39-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/31_39-o/31_39-Scene-503_part2.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/31_39-o/31_39-Scene-503_part2.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the scene from a stylized, low-fidelity forest setting with purple glowing effects and modern casual clothing to a cinematic, high-fidelity forest environment with natural sunlight filtering through dense green foliage. Replace the plain white t-shirts and simple skirts with elaborate traditional attire: the woman wears a flowing light-blue layered gown with sheer sleeves and intricate detailing, while the man wears a dark, patterned robe with layered textures and a sash. Enhance the background with realistic tree trunks, detailed leaves, and a bright blue sky visible through the canopy. Replace the artificial purple glow with natural, dappled sunlight and soft shadows. Maintain the characters' poses, camera angle, and movement trajectory, preserving the original layout and action. Add atmospheric depth with subtle lens flare and enhanced color grading to emphasize the lush, vibrant environment.", "normalized_prompt": "Transform the scene from a stylized, low-fidelity forest setting with purple glowing effects and modern casual clothing to a cinematic, high-fidelity forest environment with natural sunlight filtering through dense green foliage. Replace the plain white t-shirts and simple skirts with elaborate traditional attire: the woman wears a flowing light-blue layered gown with sheer sleeves and intricate detailing, while the man wears a dark, patterned robe with layered textures and a sash. Enhance the background with realistic tree trunks, detailed leaves, and a bright blue sky visible through the canopy. Replace the artificial purple glow with natural, dappled sunlight and soft shadows. Maintain the characters' poses, camera angle, and movement trajectory, preserving the original layout and action. Add atmospheric depth with subtle lens flare and enhanced color grading to emphasize the lush, vibrant environment.", "compiled_edit_prompt": "Transform the scene from a stylized, low-fidelity forest setting with purple glowing effects and modern casual clothing to a cinematic, high-fidelity forest environment with natural sunlight filtering through dense green foliage. Replace the plain white t-shirts and simple skirts with elaborate traditional attire: the woman wears a flowing light-blue layered gown with sheer sleeves and intricate detailing, while the man wears a dark, patterned robe with layered textures and a sash. Enhance the background with realistic tree trunks, detailed leaves, and a bright blue sky visible through the canopy. Replace the artificial purple glow with natural, dappled sunlight and soft shadows. Maintain the characters' poses, camera angle, and movement trajectory, preserving the original layout and action. Add atmospheric depth with subtle lens flare and enhanced color grading to emphasize the lush, vibrant environment.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Clothing**: Replace the characters' elaborate traditional attire with modern, casual clothing such as jeans, t-shirts, or simple dresses.\n2. **Background**: Adjust the forest background to a more urban or suburban setting, such as a park, street, or residential area.\n3. **Lighting**: Modify the lighting to appear more natural and less dramatic, reducing any overly bright or artificial effects.\n4. **Character Appearance**: Simplify any exaggerated or stylized features (e.g., hair, makeup) to look more realistic and everyday.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/31_39-o/31_39-Scene-503_part2.mp4", "low_cost_path_original": "low_cost_video/31_39-o/31_39-Scene-503_part2.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "31_39-o", "scene_hint": "31_39-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__32_01-Scene-482_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "32_01-Scene-482_part1", "source_group_id": "32_01-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_01-o/32_01-Scene-482_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_01-o/32_01-Scene-482_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the scene into a richly detailed, period-style cinematic setting by replacing the plain white drapes with vibrant red, ornate curtains. Upgrade the simple, modern lanterns to large, traditional red-and-yellow lanterns with intricate patterns, enhancing the festive atmosphere. Restore the ornate architectural details on the building facade, including carved woodwork and decorative panels. Replace the modern, casual clothing of the characters with elaborate historical costumes, including robes, tunics, and traditional headwear, reflecting a cultural or fantasy setting. Introduce a prominent text banner with stylized Chinese characters above the entrance, adding cultural authenticity. Enhance the lighting to create a warm, dramatic ambiance with strong contrasts and rich color grading, emphasizing reds and golds. Add period-appropriate props such as wooden crates, ceremonial stands, and traditional accessories. Populate the background with a crowd engaged in historical or ceremonial activities, replacing the modern daily-life crowd. Maintain the original camera motion, shot scale, and scene layout while enriching materials, textures, and atmosphere to achieve a grand, cinematic look.", "normalized_prompt": "Transform the scene into a richly detailed, period-style cinematic setting by replacing the plain white drapes with vibrant red, ornate curtains. Upgrade the simple, modern lanterns to large, traditional red-and-yellow lanterns with intricate patterns, enhancing the festive atmosphere. Restore the ornate architectural details on the building facade, including carved woodwork and decorative panels. Replace the modern, casual clothing of the characters with elaborate historical costumes, including robes, tunics, and traditional headwear, reflecting a cultural or fantasy setting. Introduce a prominent text banner with stylized Chinese characters above the entrance, adding cultural authenticity. Enhance the lighting to create a warm, dramatic ambiance with strong contrasts and rich color grading, emphasizing reds and golds. Add period-appropriate props such as wooden crates, ceremonial stands, and traditional accessories. Populate the background with a crowd engaged in historical or ceremonial activities, replacing the modern daily-life crowd. Maintain the original camera motion, shot scale, and scene layout while enriching materials, textures, and atmosphere to achieve a grand, cinematic look.", "compiled_edit_prompt": "Transform the scene into a richly detailed, period-style cinematic setting by replacing the plain white drapes with vibrant red, ornate curtains. Upgrade the simple, modern lanterns to large, traditional red-and-yellow lanterns with intricate patterns, enhancing the festive atmosphere. Restore the ornate architectural details on the building facade, including carved woodwork and decorative panels. Replace the modern, casual clothing of the characters with elaborate historical costumes, including robes, tunics, and traditional headwear, reflecting a cultural or fantasy setting. Introduce a prominent text banner with stylized Chinese characters above the entrance, adding cultural authenticity. Enhance the lighting to create a warm, dramatic ambiance with strong contrasts and rich color grading, emphasizing reds and golds. Add period-appropriate props such as wooden crates, ceremonial stands, and traditional accessories. Populate the background with a crowd engaged in historical or ceremonial activities, replacing the modern daily-life crowd. Maintain the original camera motion, shot scale, and scene layout while enriching materials, textures, and atmosphere to achieve a grand, cinematic look.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Remove or Replace the Red Curtains**: Replace the red curtains with plain white or neutral-colored drapes to make the setting look more like a regular building entrance.\n\n2. **Replace the Lanterns**: Change the large yellow and red lanterns into simple, modern lighting fixtures or remove them entirely to create a more contemporary feel.\n\n3. **Simplify the Background Architecture**: Modify the ornate architectural details (e.g., intricate carvings) on the building to a simpler, more modern design.\n\n4. **Update Clothing Styles**: Replace the traditional or historical clothing worn by the characters with modern, everyday attire such as casual jeans, t-shirts, or business casual outfits.\n\n5. **Adjust the Color Palette**: Reduce the vibrant colors (e.g., bright reds, yellows) in the scene and replace them with more muted, realistic tones.\n\n6. **Remove or Simplify Props**: Eliminate any props that are clearly associated with a specific cultural or historical context (e.g., traditional accessories, ceremonial items).\n\n7. **Add Modern Elements**: Introduce subtle modern elements like cell phones, casual bags, or contemporary furniture to blend the scene into a daily life setting.\n\n8. **Modify the Text Banner**: Replace the text banner with something more generic or remove it altogether to avoid any cultural or historical connotations.\n\n9. **Adjust Lighting**: Soften the lighting to create a more natural, everyday ambiance rather than the festive or dramatic lighting currently present.\n\n10. **Background Crowd**: Replace the crowd with people engaged in typical daily activities, such as walking, talking, or using their phones.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/32_01-o/32_01-Scene-482_part1.mp4", "low_cost_path_original": "low_cost_video/32_01-o/32_01-Scene-482_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "32_01-o", "scene_hint": "32_01-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__32_02-Scene-146_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "32_02-Scene-146_part1", "source_group_id": "32_02-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/32_02-o/32_02-Scene-146_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/32_02-o/32_02-Scene-146_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the scene into a richly detailed, cinematic period setting. Replace the plain, smoky background with a warm, golden-hued interior, possibly a palace or temple, featuring ornate architectural elements and soft ambient lighting. Enhance the character's appearance with elaborate traditional attire: a detailed golden and red robe with intricate embroidery, a black hairdo adorned with a golden hairpiece, and elegant dangling earrings. Apply realistic, soft lighting that highlights facial features and costume textures, creating depth and atmosphere. Maintain the character's prayerful pose and closed eyes, preserving the original composition and camera angle. Add subtle atmospheric haze to enhance the grand, reverent mood without altering the subject's position or action.", "normalized_prompt": "Transform the scene into a richly detailed, cinematic period setting. Replace the plain, smoky background with a warm, golden-hued interior, possibly a palace or temple, featuring ornate architectural elements and soft ambient lighting. Enhance the character's appearance with elaborate traditional attire: a detailed golden and red robe with intricate embroidery, a black hairdo adorned with a golden hairpiece, and elegant dangling earrings. Apply realistic, soft lighting that highlights facial features and costume textures, creating depth and atmosphere. Maintain the character's prayerful pose and closed eyes, preserving the original composition and camera angle. Add subtle atmospheric haze to enhance the grand, reverent mood without altering the subject's position or action.", "compiled_edit_prompt": "Transform the scene into a richly detailed, cinematic period setting. Replace the plain, smoky background with a warm, golden-hued interior, possibly a palace or temple, featuring ornate architectural elements and soft ambient lighting. Enhance the character's appearance with elaborate traditional attire: a detailed golden and red robe with intricate embroidery, a black hairdo adorned with a golden hairpiece, and elegant dangling earrings. Apply realistic, soft lighting that highlights facial features and costume textures, creating depth and atmosphere. Maintain the character's prayerful pose and closed eyes, preserving the original composition and camera angle. Add subtle atmospheric haze to enhance the grand, reverent mood without altering the subject's position or action.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Remove or replace the dark, smoky background with a natural or indoor setting (e.g., a clear sky, a room interior).**\n2. **Add realistic lighting to the scene to eliminate the high-contrast, surreal effect.**\n3. **Introduce elements like trees, buildings, or other recognizable objects to ground the image in a relatable environment.**\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/32_02-o/32_02-Scene-146_part1.mp4", "low_cost_path_original": "low_cost_video/32_02-o/32_02-Scene-146_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "32_02-o", "scene_hint": "32_02-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__35_06-Scene-088_part2", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "35_06-Scene-088_part2", "source_group_id": "35_06-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_06-o/35_06-Scene-088_part2.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_06-o/35_06-Scene-088_part2.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Enhance the scene with a rich, cinematic atmosphere by intensifying the red color of the central door to a deep, saturated hue, adding subtle golden highlights to the door's surface. Transform the hanging decorations into ornate, traditional tassels with intricate patterns and metallic accents. Increase the lighting contrast to create dramatic shadows and warm, ambient glows from lanterns, while adding soft backlighting to emphasize depth. Replace the modern, minimalist furniture with intricately carved wooden pieces featuring traditional designs, and enrich the background with lush, detailed foliage and classical architectural elements like latticed windows and tiled roofs. Introduce a moody, atmospheric color grading with deep shadows and warm highlights, enhancing the sense of depth and period authenticity. Maintain the original camera motion, shot scale, and scene layout, ensuring all changes are anchored to visible elements such as the door, furniture, hanging tassels, and background architecture.", "normalized_prompt": "Enhance the scene with a rich, cinematic atmosphere by intensifying the red color of the central door to a deep, saturated hue, adding subtle golden highlights to the door's surface. Transform the hanging decorations into ornate, traditional tassels with intricate patterns and metallic accents. Increase the lighting contrast to create dramatic shadows and warm, ambient glows from lanterns, while adding soft backlighting to emphasize depth. Replace the modern, minimalist furniture with intricately carved wooden pieces featuring traditional designs, and enrich the background with lush, detailed foliage and classical architectural elements like latticed windows and tiled roofs. Introduce a moody, atmospheric color grading with deep shadows and warm highlights, enhancing the sense of depth and period authenticity. Maintain the original camera motion, shot scale, and scene layout, ensuring all changes are anchored to visible elements such as the door, furniture, hanging tassels, and background architecture.", "compiled_edit_prompt": "Enhance the scene with a rich, cinematic atmosphere by intensifying the red color of the central door to a deep, saturated hue, adding subtle golden highlights to the door's surface. Transform the hanging decorations into ornate, traditional tassels with intricate patterns and metallic accents. Increase the lighting contrast to create dramatic shadows and warm, ambient glows from lanterns, while adding soft backlighting to emphasize depth. Replace the modern, minimalist furniture with intricately carved wooden pieces featuring traditional designs, and enrich the background with lush, detailed foliage and classical architectural elements like latticed windows and tiled roofs. Introduce a moody, atmospheric color grading with deep shadows and warm highlights, enhancing the sense of depth and period authenticity. Maintain the original camera motion, shot scale, and scene layout, ensuring all changes are anchored to visible elements such as the door, furniture, hanging tassels, and background architecture.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Reduce the intensity of the red color on the central door to make it more natural and less saturated.**\n2. **Simplify the hanging decorations (tassels) to look more like everyday household items rather than overly ornate or fantastical.**\n3. **Adjust the lighting to appear softer and more diffused, avoiding harsh contrasts or overly dramatic effects.**\n4. **Remove any exaggerated or unrealistic elements from the background, such as overly vibrant or artificial colors.**\n5. **Ensure the furniture and objects in the scene have a more realistic and functional appearance, avoiding overly stylized or fantastical designs.**\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/35_06-o/35_06-Scene-088_part2.mp4", "low_cost_path_original": "low_cost_video/35_06-o/35_06-Scene-088_part2.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "35_06-o", "scene_hint": "35_06-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__35_36-Scene-271_part1", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "35_36-Scene-271_part1", "source_group_id": "35_36-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/35_36-o/35_36-Scene-271_part1.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/35_36-o/35_36-Scene-271_part1.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the modern, casual setting into a cinematic historical scene: replace the plain dark background with a grand, ornate red palace door featuring golden studs. Change the woman's denim jacket and simple hairband into an elaborate traditional black robe with floral embroidery and an intricate hairpiece adorned with green and black ornaments. Replace the man's denim jacket and white t-shirt with a rich black historical military-style coat with metallic buttons and a high collar, and enhance his black hat with a red jewel at the top and a decorative chin strap. Add falling snow to create a dramatic, atmospheric winter setting. Maintain the original camera motion, shot scale, and character positions while upgrading lighting to a moody, cinematic tone with soft highlights and deep shadows, emphasizing the textures of the costumes and the grandeur of the background.", "normalized_prompt": "Transform the modern, casual setting into a cinematic historical scene: replace the plain dark background with a grand, ornate red palace door featuring golden studs. Change the woman's denim jacket and simple hairband into an elaborate traditional black robe with floral embroidery and an intricate hairpiece adorned with green and black ornaments. Replace the man's denim jacket and white t-shirt with a rich black historical military-style coat with metallic buttons and a high collar, and enhance his black hat with a red jewel at the top and a decorative chin strap. Add falling snow to create a dramatic, atmospheric winter setting. Maintain the original camera motion, shot scale, and character positions while upgrading lighting to a moody, cinematic tone with soft highlights and deep shadows, emphasizing the textures of the costumes and the grandeur of the background.", "compiled_edit_prompt": "Transform the modern, casual setting into a cinematic historical scene: replace the plain dark background with a grand, ornate red palace door featuring golden studs. Change the woman's denim jacket and simple hairband into an elaborate traditional black robe with floral embroidery and an intricate hairpiece adorned with green and black ornaments. Replace the man's denim jacket and white t-shirt with a rich black historical military-style coat with metallic buttons and a high collar, and enhance his black hat with a red jewel at the top and a decorative chin strap. Add falling snow to create a dramatic, atmospheric winter setting. Maintain the original camera motion, shot scale, and character positions while upgrading lighting to a moody, cinematic tone with soft highlights and deep shadows, emphasizing the textures of the costumes and the grandeur of the background.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Background**: Replace the ornate red door with a simple, everyday background such as a plain wall or a modern building facade.\n2. **Clothing**: Change the traditional, elaborate outfits to contemporary, casual clothing like jeans, t-shirts, or modern jackets.\n3. **Accessories**: Remove or replace the intricate headpieces and jewelry with simpler, everyday accessories like hairbands or small earrings.\n4. **Props**: If any props are present, replace them with everyday items like a bag, umbrella, or phone.\n5. **Lighting**: Adjust the lighting to a more natural, soft light typical of everyday settings.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/35_36-o/35_36-Scene-271_part1.mp4", "low_cost_path_original": "low_cost_video/35_36-o/35_36-Scene-271_part1.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "35_36-o", "scene_hint": "35_36-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__37_20-Scene-373_part2", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "37_20-Scene-373_part2", "source_group_id": "37_20-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/37_20-o/37_20-Scene-373_part2.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/37_20-o/37_20-Scene-373_part2.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Transform the modern street scene into a traditional Chinese historical marketplace. Replace the red modern lanterns with cream-colored paper lanterns featuring red circular seals, and add hanging red banners with Chinese characters. Update the storefronts to traditional wooden architecture with tiled roofs, and replace the minimalist signs with vertical wooden signboards bearing black Chinese calligraphy. Change the characters' clothing from contemporary casual wear to elaborate traditional Hanfu robes in rich maroon, yellow, and purple with detailed sashes and headwear. Introduce period-appropriate props such as wooden carts, bamboo baskets, and traditional lantern stands. Enhance the lighting to warm, natural daylight with soft shadows, and increase color saturation to emphasize rich, earthy tones. Add green foliage and hanging vines to the background to create a lively, authentic atmosphere. Preserve the original camera motion, shot scale, character positions, and scene layout while enriching the visual details with historical authenticity.", "normalized_prompt": "Transform the modern street scene into a traditional Chinese historical marketplace. Replace the red modern lanterns with cream-colored paper lanterns featuring red circular seals, and add hanging red banners with Chinese characters. Update the storefronts to traditional wooden architecture with tiled roofs, and replace the minimalist signs with vertical wooden signboards bearing black Chinese calligraphy. Change the characters' clothing from contemporary casual wear to elaborate traditional Hanfu robes in rich maroon, yellow, and purple with detailed sashes and headwear. Introduce period-appropriate props such as wooden carts, bamboo baskets, and traditional lantern stands. Enhance the lighting to warm, natural daylight with soft shadows, and increase color saturation to emphasize rich, earthy tones. Add green foliage and hanging vines to the background to create a lively, authentic atmosphere. Preserve the original camera motion, shot scale, character positions, and scene layout while enriching the visual details with historical authenticity.", "compiled_edit_prompt": "Transform the modern street scene into a traditional Chinese historical marketplace. Replace the red modern lanterns with cream-colored paper lanterns featuring red circular seals, and add hanging red banners with Chinese characters. Update the storefronts to traditional wooden architecture with tiled roofs, and replace the minimalist signs with vertical wooden signboards bearing black Chinese calligraphy. Change the characters' clothing from contemporary casual wear to elaborate traditional Hanfu robes in rich maroon, yellow, and purple with detailed sashes and headwear. Introduce period-appropriate props such as wooden carts, bamboo baskets, and traditional lantern stands. Enhance the lighting to warm, natural daylight with soft shadows, and increase color saturation to emphasize rich, earthy tones. Add green foliage and hanging vines to the background to create a lively, authentic atmosphere. Preserve the original camera motion, shot scale, character positions, and scene layout while enriching the visual details with historical authenticity.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. **Remove or Replace Lanterns**: Replace the traditional lanterns with modern streetlights or simple hanging lights.\n2. **Update Signboards**: Change the traditional signboards with Chinese characters to modern, minimalist signs with English or local language text.\n3. **Clothing Update**: Modify the characters' clothing from traditional attire to contemporary casual or business attire.\n4. **Background Architecture**: Transform the traditional building facades into modern storefronts or office buildings.\n5. **Color Adjustment**: Reduce the saturation and brightness to make the colors more muted and realistic for a daily-life setting.\n6. **Add Modern Elements**: Introduce elements like cars, bicycles, or pedestrians carrying modern bags to enhance the everyday feel.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/37_20-o/37_20-Scene-373_part2.mp4", "low_cost_path_original": "low_cost_video/37_20-o/37_20-Scene-373_part2.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "37_20-o", "scene_hint": "37_20-o"}, "style_family": "low_high_cost"}
+{"sample_id": "low_high_cost__low_to_high__6-Scene-0567_part2", "source_dataset": "low_high_cost", "source_type": "low_high_cost_pair", "source_sample_id": "6-Scene-0567_part2", "source_group_id": "6-o", "direction": "low_to_high", "low_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/low_cost_video/6-o/6-Scene-0567_part2.mp4", "high_video_path": "/mnt/a100b/default/lgy/shiying/datas/low_high_cost/extracted/final_output/high_cost_video/6-o/6-Scene-0567_part2.mp4", "low_video_exists": true, "high_video_exists": true, "raw_prompt": "Replace the casual hat with a sleek, black tactical helmet featuring integrated communication gear. Change the everyday white shirt and vest into a dark, textured combat jacket with a fur-lined collar and armored shoulder pads. Add tactical gloves and visible utility straps on the jacket. Enhance the background with subtle grime and weathering on the concrete walls and metal railings, and add a faint atmospheric haze. Upgrade the lighting to a dramatic, low-key style with strong directional shadows and cool blue tones, emphasizing the character's silhouette and gear details. Maintain the same camera motion, shot scale, and character action throughout the sequence.", "normalized_prompt": "Replace the casual hat with a sleek, black tactical helmet featuring integrated communication gear. Change the everyday white shirt and vest into a dark, textured combat jacket with a fur-lined collar and armored shoulder pads. Add tactical gloves and visible utility straps on the jacket. Enhance the background with subtle grime and weathering on the concrete walls and metal railings, and add a faint atmospheric haze. Upgrade the lighting to a dramatic, low-key style with strong directional shadows and cool blue tones, emphasizing the character's silhouette and gear details. Maintain the same camera motion, shot scale, and character action throughout the sequence.", "compiled_edit_prompt": "Replace the casual hat with a sleek, black tactical helmet featuring integrated communication gear. Change the everyday white shirt and vest into a dark, textured combat jacket with a fur-lined collar and armored shoulder pads. Add tactical gloves and visible utility straps on the jacket. Enhance the background with subtle grime and weathering on the concrete walls and metal railings, and add a faint atmospheric haze. Upgrade the lighting to a dramatic, low-key style with strong directional shadows and cool blue tones, emphasizing the character's silhouette and gear details. Maintain the same camera motion, shot scale, and character action throughout the sequence.", "prompt_source": "low2high_prompt_api", "high2low_prompt_original": "1. Replace the helmet with a casual hat or no headwear.\n2. Change the outfit to everyday clothing such as a jacket and jeans.\n3. Remove any visible armor or tactical gear.\n4. Adjust the background to a more mundane setting, like a staircase in an office building or residential area.\n5. Soften the lighting to make it appear more natural and less dramatic.\n\nKeep the image layout unchanged.", "high_cost_path_original": "high_cost_video/6-o/6-Scene-0567_part2.mp4", "low_cost_path_original": "low_cost_video/6-o/6-Scene-0567_part2.mp4", "reference_image_path": "", "scene_archetype": {"archetype_id": "6-o", "scene_hint": "6-o"}, "style_family": "low_high_cost"}

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