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"rater": {
"id": "a_a_com",
"name": "a",
"email": "a@a.com",
"note": "a",
"started_at": "2026-05-12T10:04:57.315Z",
"submitted_at": null,
"chosen_case_ids": [
"cr_016",
"cr_030",
"cr_042",
"cr_059",
"intake_img_005",
"intake_img_019",
"intake_img_030",
"intake_img_036",
"intake_img_046",
"intake_img_049"
]
},
"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": "2026-05-12T10:09:34.286Z",
"completeness": {
"done": 0,
"expected": 270,
"missing_count": 270
},
"cases": [
{
"id": "cr_016",
"category": "cr",
"prompt": "Make a supernatural-suspense animated short drama — at midnight inside the old wing of a psychiatric hospital, the new male intern discovers that Room 304 plays a thirty-year-old recording every single night by itself. When he finally pushes that door open, he sees his ten-year-old self standing inside. Add ambient sounds: faint electrical hum, hollow corridor reverb, and distant sobbing.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_016_ours.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_016_baseline.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_016_univa.mp4",
"ratings": {}
}
]
},
{
"id": "cr_030",
"category": "cr",
"prompt": "Make a CEO-chasing-his-wife animated short drama — Su Nian, the contract-marriage wife, returns three years later with twin children to deliver divorce papers to the heir of the Huo family. The man who once treated her merely as a stand-in for someone else, kneels before her for the very first time. Add a heart-tugging string 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_030_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_030_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_030_univa.mp4",
"ratings": {}
}
]
},
{
"id": "cr_042",
"category": "cr",
"prompt": "Make a cultivation / xianxia animated short drama — a prodigy disciple is framed by his senior brother and his cultivation core is crippled. With nothing but his family's broken sword, he refounds his foundation, slays ancient demons, and finally breaks through the nine heavenly tribulations to ascend to godhood.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_042_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/cr_042_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/cr_042_ours.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": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_059_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/cr_059_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/cr_059_baseline.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": 2,
"model": "univa",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_005_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_005_ours.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": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_019_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_019_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_019_ours.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": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_036_ours.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_036_baseline.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_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": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_046_ours.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_046_univa.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": {}
}
]
},
{
"id": "intake_img_049",
"category": "intake_img",
"prompt": "Use this uploaded photo as the wealthy-clan tortured-romance female lead. Make a modern-urban stand-in-bride wealthy-clan animated short drama — she was brought in to replace his dead first love. The day her three-year contract expires she hands him divorce papers, and the man who never once truly looked at her in those three years suddenly begins hunting for her like a madman across the whole city. Add Chinese subtitles for short-video platform distribution and a sad piano BGM.",
"videos": [
{
"slot": "A",
"slot_index": 0,
"original_index": 0,
"model": "ours",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_049_ours.mp4",
"ratings": {}
},
{
"slot": "B",
"slot_index": 1,
"original_index": 1,
"model": "baseline",
"path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_049_baseline.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_049_univa.mp4",
"ratings": {}
}
]
}
],
"_server": {
"received_at_utc": "2026-05-12T10:09:37.253685Z",
"client_ip": "10.20.30.109",
"n_scores": 0,
"stored_as": "submissions/in_progress/a_a.com.json",
"status": "in_progress"
}
} |