{ "rater": { "id": "dehezhang2_gmail_com", "name": "Letian Shi", "email": "dehezhang2@gmail.com", "note": "", "started_at": "2026-07-03T13:49:28.226Z", "submitted_at": null, "chosen_case_ids": [ "AU01", "AU05", "AU09", "MV_FrozenII", "MV_NeZha2", "MV_NovelStory_2", "TS170", "TS217", "TS32", "TS63" ] }, "anonymize_used": true, "is_admin": false, "rubric": [ { "key": "instruction_following", "name": "Instruction following", "hint": "Re-read the prompt — especially the red-highlighted phrases — before scoring.", "questions": [ { "key": "prompt_adherence", "name": "Prompt adherence", "desc": "Does the content match what the prompt described (subjects, actions, setting, time, and story arc)? Focus primarily on the prompt's text content." }, { "key": "no_irrelevant_frames", "name": "No irrelevant frames", "desc": "Does the video stay on-prompt? Higher = fewer / no frames or content that weren't asked for by the prompt." } ] }, { "key": "temporal_consistency", "name": "Temporal consistency", "hint": "Focus on how characters, objects, and the environment change across frames.", "questions": [ { "key": "person_stability", "name": "Person stability", "desc": "Faces, identities, and body proportions stay consistent across frames." }, { "key": "object_stability", "name": "Object stability", "desc": "Props, clothing, and objects keep their shape and position over time." }, { "key": "environment_stability", "name": "Environment stability", "desc": "Background, lighting, and scene layout stay coherent across frames (including absence of brightness / color / texture flicker)." } ] }, { "key": "motion_realism", "name": "Realism", "hint": "Notice obvious out-of-place or unnatural moments in the video.", "questions": [ { "key": "realism", "name": "Static realism", "desc": "Photorealism or stylistic fidelity (per-frame appearance). When the prompt specifies a style, the video should match it. No uncanny or broken artifacts." }, { "key": "motion_logic", "name": "Motion logic", "desc": "Does body and object motion flow smoothly and follow physical / logical patterns (gravity, collisions, fluid / cloth dynamics)? No warping, teleporting, nonsensical, or impossible movements. Score low if there is little to no motion." }, { "key": "camera", "name": "Camera", "desc": "Camera movement (pan, dolly, focal change) feels natural and intentional. Score low if there is little to no camera movement." } ] } ], "progress_saved_at": "2026-07-03T19:26:37.228Z", "completeness": { "done": 0, "expected": 240, "missing_count": 240 }, "cases": [ { "id": "AU01", "category": "au", "prompt": "Night rain over a ruined sect courtyard. Wei Anluo, a lame-legged youth branded \"spirit-dead,\" kneels in mud beside a frozen well, dragged there to be expelled. Above him looms Xie Rulong, a golden-robed prodigy who snaps Wei's cracked jade token and, with a contemptuous flick of his palm, unleashes a silent shockwave — Wei is hurled through a stone wall, dust and shattered brick blooming outward, one sleeve torn, a single defiant tear cutting his grimed cheek. He does not scream. As frost creeps up his fingers, an old sealing-mark on his wrist splinters; buried frost- qi he was never told he carried erupts in a spiral of white spirit-light, freezing the falling rain mid-air into glittering needles. Xie Rulong staggers back, golden robe rimed silver. The \"cripple\" rises.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU01_movieagent.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU01_ours.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU01_anim_director.mp4", "ratings": {} } ] }, { "id": "AU05", "category": "au", "prompt": "Tiny baker Pip carries a wobbling three-tier birthday cake across a bustling kitchen, tongue out in concentration. A sneeze from cat Marmalade launches a cascade: a rolling lemon trips a stool, the stool flings a whisk, the whisk splats flour into a fan that blows a snowstorm across the room. Pip juggles, spins, slides on butter, and saves the cake mid-flip with a triumphant pose atop a teetering ladder. Then he freezes—the ladder tips. He turns his own body into a cushion, letting the cake land safely on his belly as HE crashes into dough, buried, defeated. Silence. Slowly a small hand pushes the untouched cake up through the mess toward gruff old baker Bruno—whose stern frown melts into astonished, teary pride. Impact stars, warm golden light.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU05_ours.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU05_anim_director.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU05_movieagent.mp4", "ratings": {} } ] }, { "id": "AU09", "category": "au", "prompt": "A besieged mountain town, deep winter, ink-and-color period animation. Old bell-master YAN LI works his foundry alone; the invaders will come at dawn and the town's only signal to the fleeing villagers below is the great temple bell — but its bronze is cracked, dead, silent. His apprentice MEI sobs that there is no metal left to recast it. Gu Li looks at his own hands, then at the family heirloom hairpin and the war-medals in his palm — a lifetime melted into the crucible. Molten gold pours; sparks storm; he casts the town's last hope from everything he owns. At dawn, wind and dust — Mei strikes the reforged bell. A pure, world-shaking toll rolls down the valley. Below, tiny lantern-figures turn and run to safety. Gu Li smiles, spent, as snow buries the cold empty forge.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU09_movieagent.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU09_ours.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/AU09_anim_director.mp4", "ratings": {} } ] }, { "id": "MV_FrozenII", "category": "mv", "prompt": "Storm-lashed shore at night, waves like black mountains. Sereth, a young storm-caller in a tattered cloak, drawn by a haunting voice only she can hear, steps to the edge of the churning dark sea — a towering wave slams her back onto the rocks. She rises, blue lightning crackling from her hands, and charges into the surf again. A colossal serpent of living water erupts from the waves, fighting her; Sereth grapples with it, then binds a shimmering bridle of light across its neck and swings onto its back. She rides the serpent across the roaring sea, hair and cloak streaming, toward a distant lighthouse glowing with ancient memory. Reaching it, Sereth presses her trembling palm to the weathered stone — and the voice resolves at last into an old lullaby as forgotten memories bloom to life around her.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_FrozenII_anim_director.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_FrozenII_ours.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_FrozenII_movieagent.mp4", "ratings": {} } ] }, { "id": "MV_NeZha2", "category": "mv", "prompt": "Chentang Pass under siege at dusk, storm clouds churning. Nezha, a fierce child-warrior with flaming red sashes and the Wind-Fire Wheels roaring beneath his feet, whirls his blazing spear against a tide of sea-demons led by the sinister Shenggongbao. Aobing, the jade-armored dragon prince, fights at his side, conjuring shields of blue ice. A demon's blow hurls Aobing back and his body begins to crack like porcelain. Nezha screams, unleashing a spiral of golden fire that scatters the demons, and lunges to catch Aobing before he shatters. Cradling his crumbling friend amid the burning ramparts, Nezha's eyes harden with resolve — he will find a way to save him.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_NeZha2_ours.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_NeZha2_anim_director.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_NeZha2_movieagent.mp4", "ratings": {} } ] }, { "id": "MV_NovelStory_2", "category": "mv", "prompt": "A mist-veiled mountain gorge, ink-wash peaks fading into cloud. Sun Wukong, the Monkey King in golden armor, clutches a glowing celestial artifact as ErLang, the three-eyed celestial warrior, descends on a beam of white light with his three-pointed halberd leveled. They clash mid-air — staff against blade — shockwaves flattening the bamboo grove below. Nearby the pig-demon Bajie cowers behind a boulder, clutching his rake, torn between fleeing and helping. Wukong somersaults over ErLang's strike, plants his staff, and vaults toward a cliffside temple. ErLang's celestial hound lunges to intercept; Bajie, yelping, finally swings his rake and trips it, buying Wukong a heartbeat. Wukong glances back, a wry grin flashing — the chase is far from over.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_NovelStory_2_movieagent.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_NovelStory_2_ours.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/MV_NovelStory_2_anim_director.mp4", "ratings": {} } ] }, { "id": "TS170", "category": "ts", "prompt": "Once upon a time, there was a little boy named Tim and a little girl named Lily. They were best friends. They liked to play together and share their toys. One day, they wanted to make a big picture for their mommies. They needed scissors to cut the paper. Tim had some scissors, but Lily did not. Tim said, \"Lily, we can share my scissors. It is easy to use them.\" Lily was happy that Tim wanted to share. They took turns using the scissors to cut the paper. They were very careful because scissors can be sharp. When they finished cutting the paper, they made a beautiful picture. They showed their mommies and said, \"Look, we made this together! We shared the scissors and it was easy.\" Their mommies were very proud of them for sharing and working together.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS170_movieagent.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS170_ours.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS170_anim_director.mp4", "ratings": {} } ] }, { "id": "TS217", "category": "ts", "prompt": "Once upon a time, there was a musician who played a big white drum. He lived in a small house near the park. Every day, he would go to the park and play his drum for the kids. One sunny day, the musician was playing his drum in the park when he saw a little girl on a swing. She was swinging very high. The girl said, \"Look at me, Mr. Musician! I can swing so high!\" The musician smiled and kept playing his drum. Suddenly, the girl lost her grip on the swing and began to fall. The musician saw this and quickly stopped playing his drum. He ran to catch the girl before she hit the ground. The girl was safe in the musician's arms. \"Thank you, Mr. Musician,\" she said. The musician smiled and said, \"You're welcome. Be careful next time.\" From that day on, the little girl and the musician became good friends, and they played in the park every day.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS217_ours.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS217_movieagent.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS217_anim_director.mp4", "ratings": {} } ] }, { "id": "TS32", "category": "ts", "prompt": "Once upon a time there was a very brilliant girl named Sofia. Sofia was only three years old but she was already very smart! One day, Sofia was sitting in her bedroom looking out of the window when all of a sudden, a man wearing a huge hat appeared. He was holding something in his hand. He knocked on the door and said to Sofia, \"I'm here to deliver your diary\". Sofia was very excited and smiled. She opened the door and the man handed her the diary. Sofia thanked the man and he smiled. \"You're very welcome,\" he said. And then he left with a wave. Sofia ran back to her bedroom with her diary. She was so happy and couldn't wait to learn what was in it! As she opened it, she was sure that it was going to be brilliant. And she was right - the diary was filled with amazing stories and knowledge!", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS32_ours.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS32_anim_director.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS32_movieagent.mp4", "ratings": {} } ] }, { "id": "TS63", "category": "ts", "prompt": "Once upon a time, a little bird lived in a small tree. The little bird loved to play with his friend, the squirrel. They liked to play with twigs. One day, the little bird was upset. He did not know where his friend was. The bird looked all around for his friend. He saw a big twig on the ground. The bird thought, \"Maybe my friend is hiding behind the twig.\" The bird flew down to look. But his friend was not there. The bird was more upset now. Just then, the squirrel jumped out from a bush. He had a big smile on his face. He said, \"I was hiding to surprise you!\" The bird was happy to see his friend. They played with the big twig together. The little bird learned that sometimes, when things seem bad, a happy surprise might be just around the corner.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 1, "model": "movieagent", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS63_movieagent.mp4", "ratings": {} }, { "slot": "B", "slot_index": 1, "original_index": 2, "model": "anim_director", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS63_anim_director.mp4", "ratings": {} }, { "slot": "C", "slot_index": 2, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/v2/videos/TS63_ours.mp4", "ratings": {} } ] } ], "_server": { "received_at_utc": "2026-07-03T19:26:40.145527Z", "client_ip": "10.20.29.192", "n_scores": 0, "stored_as": "v2/submissions/in_progress/dehezhang2_gmail.com.json", "status": "in_progress" } }