{"schema_version":"onlylabs.public_signal.v1","title":"Zhipu AI (GLM) Repo: zai-org/VisionReward","description":"Zhipu AI (GLM) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2b7574c8-46ca-46a3-be9f-ec3ef313fcb8","json_url":"https://onlylabs.fyi/signals/2b7574c8-46ca-46a3-be9f-ec3ef313fcb8/signal.json","generated_at":"2026-06-11T01:45:57.439451+00:00","org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/zhipu","dossier_json_url":"https://onlylabs.fyi/labs/zhipu/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/2b7574c8-46ca-46a3-be9f-ec3ef313fcb8","signal_json":"https://onlylabs.fyi/signals/2b7574c8-46ca-46a3-be9f-ec3ef313fcb8/signal.json","source":"https://github.com/zai-org/VisionReward","lab_dossier":"https://onlylabs.fyi/labs/zhipu","lab_dossier_json":"https://onlylabs.fyi/labs/zhipu/dossier.json","analysis":"https://onlylabs.fyi/analysis/zhipu","analysis_json":"https://onlylabs.fyi/analysis/zhipu/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/zhipu/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":null,"topic_signals_json":null,"topic_feed":null,"data_business":null},"answer_pack":{"answer":"Zhipu AI (GLM) published zai-org/VisionReward (Python). 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stars.."},{"subject":"zai-org/VisionReward","predicate":"has watch term","object":"Eval methodology","text":"zai-org/VisionReward has watch term Eval methodology."}]},"intelligence":{"signal_desk":"repos","answer":"Zhipu AI (GLM) published zai-org/VisionReward (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. 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By breaking down subjective judgments into interpretable dimensions with weighted scoring, it delivers precise and comprehensive evaluations. Excelling in video quality prediction, VisionReward sets a new benchmark by thoroughly analyzing dynamic video..."},"evidence_pages":[{"url":"https://github.com/zai-org/VisionReward","final_url":"https://github.com/zai-org/VisionReward","title":"zai-org/VisionReward repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:45:57.439451+00:00","bytes":15178,"raw_path":"6dd8e941ae450142421182ade8b391737336e6b76809063620d4b80c7aef1bb1.json","content_hash":"20388436da718ef670cdb79f7627a7978bdfc5688552250e0e50a8ed5c503cd9","excerpt_chars":1200,"truncated":true,"excerpt":"zai-org/VisionReward Description: [AAAI 2026] VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation Language: Python License: Apache-2.0 Stars: 407 Forks: 14 Open issues: 19 Created: 2024-12-12T11:20:46Z Pushed: 2025-03-26T10:07:04Z Default branch: main Fork: no Archived: no README: **VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation** <p align=\"center\"> 📃 <a href=\"https://arxiv.org/abs/2412.21059\" target=\"_blank\">Paper</a> • 🖼 <a href=\"https://huggingface.co/datasets/THUDM/VisionRewardDB-Video\" target=\"_blank\">Dataset</a> • 🤗 <a href=\"https://huggingface.co/THUDM/VisionReward-Video\" target=\"_blank\">HF Repo</a> • 🌐 <a href=\"https://zhuanlan.zhihu.com/p/16481080277\" target=\"_blank\">中文博客</a> <br> </p> **VisionReward** is a fine-grained, multi-dimensional reward model designed to capture human preferences in images and videos. By breaking down subjective judgments into interpretable dimensions with weighted scoring, it delivers precise and comprehensive evaluations. Excelling in video quality prediction, VisionReward sets a new benchmark by thoroughly analyzing dynamic video..."}],"related_signals":[{"id":"48759bf3-02e0-43d9-83c5-0fbb4f8168aa","url":"https://onlylabs.fyi/signals/48759bf3-02e0-43d9-83c5-0fbb4f8168aa","source_url":"https://github.com/zai-org/SCAIL-2","title":"zai-org/SCAIL-2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-05-28T11:38:02+00:00","first_seen_at":"2026-06-10T07:00:59.72447+00:00","date_source":"source"},{"id":"d6c9e002-b775-427b-ad28-972e3ab76500","url":"https://onlylabs.fyi/signals/d6c9e002-b775-427b-ad28-972e3ab76500","source_url":"https://github.com/zai-org/Synapse","title":"zai-org/Synapse","context":"TypeScript","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-05-13T11:06:53+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"1bc1e9fc-2c53-4c6f-8c88-f46d8ae7f504","url":"https://onlylabs.fyi/signals/1bc1e9fc-2c53-4c6f-8c88-f46d8ae7f504","source_url":"https://github.com/zai-org/ImageMining","title":"zai-org/ImageMining","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-04-28T10:33:43+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"0530d1b0-8293-4e6b-9f76-f1a059b43c41","url":"https://onlylabs.fyi/signals/0530d1b0-8293-4e6b-9f76-f1a059b43c41","source_url":"https://github.com/zai-org/GLM-skills","title":"zai-org/GLM-skills","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-03-30T08:34:04+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"7d1f43fb-6ff0-47a5-86c4-7222cb22ad17","url":"https://onlylabs.fyi/signals/7d1f43fb-6ff0-47a5-86c4-7222cb22ad17","source_url":"https://github.com/zai-org/Vision2Web","title":"zai-org/Vision2Web","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-03-29T15:31:33+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"},{"id":"24fe5750-0998-45fd-b227-3e58096c2732","url":"https://onlylabs.fyi/signals/24fe5750-0998-45fd-b227-3e58096c2732","source_url":"https://github.com/zai-org/GLM-5","title":"zai-org/GLM-5","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"zhipu","name":"Zhipu AI (GLM)","category":"frontier-lab"},"occurred_at":"2026-02-09T08:17:02+00:00","first_seen_at":"2026-06-05T20:58:54.761814+00:00","date_source":"source"}]}