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"rater": {
"id": "hs23w_gmail_com",
"name": "Harry Sun",
"email": "hs23w@gmail.com",
"note": "",
"started_at": "2026-05-13T01:49:16.698Z",
"submitted_at": null,
"chosen_case_ids": [
"cr_049",
"cr_059",
"cr_104",
"intake_img_005",
"intake_img_008",
"intake_img_019",
"intake_img_030",
"intake_img_036",
"intake_img_039",
"intake_img_046"
]
},
"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": "controllability",
"name": "Controllability",
"desc": "Does the video respond to control signals (BGM, subtitle etc)?"
},
{
"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": "2026-05-13T01:51:45.325Z",
"completeness": {
"done": 0,
"expected": 270,
"missing_count": 270
},
"cases": [
{
"id": "cr_049",
"category": "cr",
"prompt": "Make a modern-urban rebirth-revenge animated short drama — a top-tier lawyer is framed by his business partner and thrown in prison; by the time he gets out, his wife and daughter are dead. Granted a second chance, he wakes up ten years earlier on the rainy night that changed everything, determined to drag every single one of his betrayers down with him.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_049_baseline.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_049_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_049_univa.mp4",
"ratings": {}
}
]
},
{
"id": "cr_059",
"category": "cr",
"prompt": "Make a high-school revenge animated short drama — Gu Xiuning, the ice-cold transfer student who always ranks first, is discovered on his very first day to be the only survivor of an arson that struck this school ten years ago. The new homeroom teacher, Mr. Lin, turns out to be the very man who dragged him out of the flames back then. Add a restrained, suppressed piano BGM.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_059_baseline.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_059_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_059_univa.mp4",
"ratings": {}
}
]
},
{
"id": "cr_104",
"category": "cr",
"prompt": "Make a wuxia / xianxia revenge animated short drama — the only surviving young Daoist after his sect is massacred by the demonic cult carries his master's severed head all the way back to Mount Kunlun, vowing to perform the blood-moon vengeance rite that very night. Add ambient sounds: howling mountain wind, ringing sword strikes, and rolling distant thunder.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_104_baseline.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_104_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_104_univa.mp4",
"ratings": {}
}
]
},
{
"id": "intake_img_005",
"category": "intake_img",
"prompt": "Use this uploaded photo as the look of the cultivation male lead. Make a cultivation-rebirth animated short drama — in his previous life he was the Heavenly Emperor who suppressed all under heaven, killed by the joint betrayal of nine sacred lands. He is now reborn into the body of the trash junior disciple every senior in the sect mocks; every one of those who once stepped on him has no idea they are already standing at the edge of doom.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_005_baseline.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_005_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_005_univa.mp4",
"ratings": {}
}
]
},
{
"id": "intake_img_008",
"category": "intake_img",
"prompt": "Use this uploaded photo as the fantasy female lead. Make a post-apocalyptic super-power animated short drama — the day the virus broke out she awakened the power to bend metal inside a subway car. Now she leads a band of survivors through the zombie-flooded city, dodging the military's super-power task force as she hunts for whoever truly released the pathogen.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_008_baseline.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_008_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_008_univa.mp4",
"ratings": {}
}
]
},
{
"id": "intake_img_019",
"category": "intake_img",
"prompt": "Use this uploaded photo as the face of the rebirth-revenge female lead. Make a period rebirth-revenge palace-intrigue animated short drama — she is the former empress who was forced to drink poisoned wine. Reborn back to the day of the imperial selection, this time she will personally send every soul who once owed her a life into the underworld.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_019_univa.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_019_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_019_baseline.mp4",
"ratings": {}
}
]
},
{
"id": "intake_img_030",
"category": "intake_img",
"prompt": "Use this uploaded photo as the suspense male lead. Make an urban crime-suspense animated short drama — the new deputy captain of the homicide unit takes his very first case: a serial-disposal cold case that has been silent for fifteen years. As he closes in on the truth, he finds his own father's name plainly listed among the original suspects. Add Chinese subtitles for short-video platform distribution.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_030_baseline.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_030_univa.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_030_ours.mp4",
"ratings": {}
}
]
},
{
"id": "intake_img_036",
"category": "intake_img",
"prompt": "Use this uploaded photo as the look of the CEO male lead. Make a modern-urban wealthy-clan tortured-romance animated short drama — three years after the car crash that erased her memory, the little contract wife Su Nian reappears in front of CEO Huo with a small boy who looks exactly like him. Add bilingual Chinese-English subtitles for overseas distribution.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_036_baseline.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_036_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_036_univa.mp4",
"ratings": {}
}
]
},
{
"id": "intake_img_039",
"category": "intake_img",
"prompt": "Use this uploaded photo as the high-school female lead. Make a contemporary high-school sweet-and-bitter romance animated short drama — rumor says she is the secret daughter of the largest private-academy benefactor in northern Jiangbei; on her very first day as a transfer student she clashes head-on with the school's most untouchable bully. Add a light-yet-bittersweet piano BGM.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_039_univa.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_039_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_039_baseline.mp4",
"ratings": {}
}
]
},
{
"id": "intake_img_046",
"category": "intake_img",
"prompt": "Use this uploaded photo as the period female lead. Make a palace-intrigue rise-from-the-ashes animated short drama — she is the disgraced empress who climbed all the way back from the cold palace to the principal palace; the only one who still remembers her real name on this revenge road is the little eunuch who once took a knife for her. Add a sweeping classical-Chinese BGM.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_046_univa.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_046_ours.mp4",
"ratings": {}
},
{
"slot": "C",
"slot_index": 2,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_046_baseline.mp4",
"ratings": {}
}
]
}
],
"_server": {
"received_at_utc": "2026-05-13T01:51:45.667198Z",
"client_ip": "10.16.29.107",
"n_scores": 0,
"stored_as": "submissions/in_progress/hs23w_gmail.com.json",
"status": "in_progress"
}
} |