{ "rater": { "id": "3031293489_qq_com", "name": "李木木", "email": "3031293489@qq.com", "note": "", "started_at": "2026-05-12T15:15:41.600Z", "submitted_at": null, "chosen_case_ids": [ "cr_030", "cr_042", "cr_059", "cr_064", "cr_072", "cr_104", "intake_img_005", "intake_img_018", "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": "2026-05-12T15:24:51.641Z", "completeness": { "done": 27, "expected": 270, "missing_count": 243 }, "cases": [ { "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": { "controllability": 5, "prompt_adherence": 5, "no_irrelevant_frames": 5, "person_stability": 5, "object_stability": 5, "environment_stability": 5, "realism": 5, "motion_logic": 5, "camera": 5 } }, { "slot": "B", "slot_index": 1, "original_index": 2, "model": "univa", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_030_univa.mp4", "ratings": { "controllability": 5, "prompt_adherence": 5, "no_irrelevant_frames": 5, "person_stability": 5, "object_stability": 5, "environment_stability": 5, "realism": 5, "motion_logic": 5, "camera": 5 } }, { "slot": "C", "slot_index": 2, "original_index": 0, "model": "ours", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_030_ours.mp4", "ratings": { "controllability": 5, "prompt_adherence": 5, "no_irrelevant_frames": 5, "person_stability": 5, "object_stability": 5, "environment_stability": 5, "realism": 5, "motion_logic": 5, "camera": 5 } } ] }, { "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": 2, "model": "univa", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_042_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_042_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_042_baseline.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": 2, "model": "univa", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_059_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_059_ours.mp4", "ratings": {} } ] }, { "id": "cr_064", "category": "cr", "prompt": "Make a zombie-apocalypse animated short drama — day seven of the outbreak, a small squad led by a former special-ops captain and a female doctor cuts through zombie-infested underground tunnels in search of the legendary vaccine lab. Add ambient sounds: zombie shrieks, distant air-raid sirens, and wind whipping through ruined corridors.", "videos": [ { "slot": "A", "slot_index": 0, "original_index": 1, "model": "baseline", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/cr_064_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_064_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_064_univa.mp4", "ratings": {} } ] }, { "id": "cr_072", "category": "cr", "prompt": "Make a Chinese-mythology fantasy animated short drama — at the close of the Investiture of the Gods war, the last surviving little nine-tailed fox demon is dragged up onto the Investiture Platform by Jiang Ziya. Just before her execution, she suddenly remembers a man who has been appearing in her dreams. Add ambient sounds of the nine-heaven thunder rolling, and a mournful 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/cr_072_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_072_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_072_baseline.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_018", "category": "intake_img", "prompt": "Use this uploaded photo as the wealthy-heir male lead. Make a modern-urban wealthy-clan tortured-romance animated short drama — seven years ago he watched her jump off a yacht into the deep sea; seven years later she returns under a different name, becomes his biggest business rival, and the one shadow he can never quite catch.", "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_018_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_018_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_018_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": 1, "model": "baseline", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_046_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_046_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_046_ours.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": 1, "model": "baseline", "path": "https://huggingface.co/datasets/dehezhang2/Frameworker_User_Study/resolve/main/videos/intake_img_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/intake_img_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/intake_img_049_univa.mp4", "ratings": {} } ] } ], "_server": { "received_at_utc": "2026-05-12T15:24:53.291080Z", "client_ip": "10.16.22.92", "n_scores": 27, "stored_as": "submissions/in_progress/3031293489_qq.com.json", "status": "in_progress" } }