{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Repo: Tencent-Hunyuan/ArtifactsBenchmark","description":"Tencent Hunyuan repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8cffcc1c-4b19-42d6-81dd-88864baed680","json_url":"https://onlylabs.fyi/signals/8cffcc1c-4b19-42d6-81dd-88864baed680/signal.json","generated_at":"2026-06-11T03:57:32.928773+00:00","org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/tencent-hunyuan","dossier_json_url":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/8cffcc1c-4b19-42d6-81dd-88864baed680","signal_json":"https://onlylabs.fyi/signals/8cffcc1c-4b19-42d6-81dd-88864baed680/signal.json","source":"https://github.com/Tencent-Hunyuan/ArtifactsBenchmark","lab_dossier":"https://onlylabs.fyi/labs/tencent-hunyuan","lab_dossier_json":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","analysis":"https://onlylabs.fyi/analysis/tencent-hunyuan","analysis_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}]}},"answer_pack":{"answer":"Tencent Hunyuan published Tencent-Hunyuan/ArtifactsBenchmark (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Tencent-Hunyuan/ArtifactsBenchmark · language Python · New benchmark repo, modest stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/Tencent-Hunyuan/ArtifactsBenchmark","source_host":"github.com","occurred_at":"2025-06-26T12:44:06+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"Tencent Hunyuan","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"Tencent-Hunyuan/ArtifactsBenchmark","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"264","source":"traction"},{"label":"Notability","value":"New benchmark repo, modest stars.","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched term","value":"benchmark","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Model card","source":"model"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Tencent-Hunyuan/ArtifactsBenchmark"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:57:32.928773+00:00"},"data_business":{"matches":true,"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"}],"matched_terms":["benchmark"],"score":14,"reason":"Tencent Hunyuan has a repo signal matching evals and quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8cffcc1c-4b19-42d6-81dd-88864baed680/signal.json","dossier_json":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/tencent-hunyuan/evidence.json","topic_signals_json":null,"topic_feed":null,"category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"analysis_playbook":{"objective":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","evidence_focus":["repo name","owner","description","language","stars","source URL","first seen time","data, eval, infra, safety, and product terms"],"extraction_questions":["What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Is the repo new evidence for a lab direction that is not yet in writing or releases?","Which related signals should an analyst inspect next?"],"signal_questions":["What does this new repository reveal before a formal announcement exists?","What technical area does this repository expose?","Does the repo imply eval, data, infrastructure, agent, or deployment work?","Which data-business lane explains this signal: Evals and quality?","Do the 6 related repo signals show a repeated pattern?"],"output_fields":["org","repo","technical_theme","data_business_lane","evidence_url"],"data_business_relevance":"New repositories can expose organization build priorities early, especially around internal tooling, eval infrastructure, data systems, deployment, and agent workflows.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/8cffcc1c-4b19-42d6-81dd-88864baed680/signal.json","required":true},{"label":"source","url":"https://github.com/Tencent-Hunyuan/ArtifactsBenchmark","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/tencent-hunyuan/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/tencent-hunyuan/evidence.json","required":true},{"label":"topic_signals_json","url":null,"required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Tencent Hunyuan's repo signal \"Tencent-Hunyuan/ArtifactsBenchmark\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Tencent Hunyuan","predicate":"published repo","object":"Tencent-Hunyuan/ArtifactsBenchmark","text":"Tencent Hunyuan published repo Tencent-Hunyuan/ArtifactsBenchmark."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"is classified as","object":"repo signal","text":"Tencent-Hunyuan/ArtifactsBenchmark is classified as repo signal."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"belongs to","object":"repos desk","text":"Tencent-Hunyuan/ArtifactsBenchmark belongs to repos desk."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has context","object":"Python","text":"Tencent-Hunyuan/ArtifactsBenchmark has context Python."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/ArtifactsBenchmark has evidence coverage 1 captured evidence page."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"matches data-business lanes","object":"Evals and quality","text":"Tencent-Hunyuan/ArtifactsBenchmark matches data-business lanes Evals and quality."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has captured page count","object":"1","text":"Tencent-Hunyuan/ArtifactsBenchmark has captured page count 1."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has readable page count","object":"1","text":"Tencent-Hunyuan/ArtifactsBenchmark has readable page count 1."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has related signal count","object":"6","text":"Tencent-Hunyuan/ArtifactsBenchmark has related signal count 6."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has analysis playbook objective","object":"Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.","text":"Tencent-Hunyuan/ArtifactsBenchmark has analysis playbook objective Turn new repository signals into early evidence of tooling, eval, infrastructure, model-adjacent, or product work before it appears in polished launch channels.."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/ArtifactsBenchmark has source host github.com."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has lab","object":"Tencent Hunyuan","text":"Tencent-Hunyuan/ArtifactsBenchmark has lab Tencent Hunyuan."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has signal desk","object":"repos","text":"Tencent-Hunyuan/ArtifactsBenchmark has signal desk repos."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/ArtifactsBenchmark has source host github.com."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has repository","object":"Tencent-Hunyuan/ArtifactsBenchmark","text":"Tencent-Hunyuan/ArtifactsBenchmark has repository Tencent-Hunyuan/ArtifactsBenchmark."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has language","object":"Python","text":"Tencent-Hunyuan/ArtifactsBenchmark has language Python."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has stars","object":"264","text":"Tencent-Hunyuan/ArtifactsBenchmark has stars 264."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has notability","object":"New benchmark repo, modest stars.","text":"Tencent-Hunyuan/ArtifactsBenchmark has notability New benchmark repo, modest stars.."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has radar lane","object":"Evals and quality","text":"Tencent-Hunyuan/ArtifactsBenchmark has radar lane Evals and quality."}]},"intelligence":{"signal_desk":"repos","answer":"Tencent Hunyuan published Tencent-Hunyuan/ArtifactsBenchmark (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo Tencent-Hunyuan/ArtifactsBenchmark · language Python · New benchmark repo, modest stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Evals and quality in the data-business radar.","semantic_triples":[{"subject":"Tencent Hunyuan","predicate":"published repo","object":"Tencent-Hunyuan/ArtifactsBenchmark","text":"Tencent Hunyuan published repo Tencent-Hunyuan/ArtifactsBenchmark."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"is classified as","object":"repo signal","text":"Tencent-Hunyuan/ArtifactsBenchmark is classified as repo signal."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"belongs to","object":"repos desk","text":"Tencent-Hunyuan/ArtifactsBenchmark belongs to repos desk."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has context","object":"Python","text":"Tencent-Hunyuan/ArtifactsBenchmark has context Python."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/ArtifactsBenchmark has evidence coverage 1 captured evidence page."},{"subject":"Tencent-Hunyuan/ArtifactsBenchmark","predicate":"matches data-business lanes","object":"Evals and quality","text":"Tencent-Hunyuan/ArtifactsBenchmark matches data-business lanes Evals and quality."}]},"signal":{"id":"8cffcc1c-4b19-42d6-81dd-88864baed680","url":"https://onlylabs.fyi/signals/8cffcc1c-4b19-42d6-81dd-88864baed680","json_url":"https://onlylabs.fyi/signals/8cffcc1c-4b19-42d6-81dd-88864baed680/signal.json","source_url":"https://github.com/Tencent-Hunyuan/ArtifactsBenchmark","title":"Tencent-Hunyuan/ArtifactsBenchmark","summary":"Tencent Hunyuan published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2025-06-26T12:44:06+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://github.com/Tencent-Hunyuan/ArtifactsBenchmark"]},"facets":{"repo":"Tencent-Hunyuan/ArtifactsBenchmark","language":"Python"},"traction":{"github_stars":264,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":14,"matched_terms":["benchmark"],"reason":"Tencent Hunyuan has a repo signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/Tencent-Hunyuan/ArtifactsBenchmark","final_url":"https://github.com/Tencent-Hunyuan/ArtifactsBenchmark","title":"Tencent-Hunyuan/ArtifactsBenchmark repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:32.928773+00:00","bytes":32607,"raw_path":"708801e6db708eb5a93aac7f418b8cff15d28cf0792d51fe246a618b3bbe90e4.json","content_hash":"70622e9121d104422d56692ce0b3bbeb3f2164b45fff79c1262edcaeb542099a","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/ArtifactsBenchmark Language: Python License: NOASSERTION Stars: 264 Forks: 21 Open issues: 2 Created: 2025-06-26T12:44:06Z Pushed: 2025-12-30T06:38:40Z Default branch: main Fork: no Archived: no README: <div align='center'> ArtifactsBench: Bridging the Visual-Interactive Gap in LLM Code Generation Evaluation **Tencent Hunyuan Team** --- <p align=\"center\"> <a href=\"https://arxiv.org/abs/2507.04952\">📖 Paper</a> • <a href=\"https://artifactsbenchmark.github.io/\">🏠 Home Page</a> • <a href=\"https://huggingface.co/datasets/tencent/ArtifactsBenchmark/\">💻 Data </a> • <a href=\"https://artifactsbenchmark.github.io/leaderboard.html\">🏆 Leaderboard</a> • <a href=\"#citation\"><b>📜 Citation</b></a> </p> <div align=\"center\"> <img src=\"figures/first_image.png\" width=\"80%\"> </div> <p align=\"center\"> <i>Figure 1: Automation level versus human–alignment across evaluation frameworks. The red star marks the fully manual WebDev Arena (100% human effort), while the blue bubble denotes our checklist-guided MLLM evaluation, ArtifactsBench, which achieves 94.4% agreement with human votes with 100% automation.</i> </p> </div> Introduction The generative capabilities of Large Language..."},"evidence_pages":[{"url":"https://github.com/Tencent-Hunyuan/ArtifactsBenchmark","final_url":"https://github.com/Tencent-Hunyuan/ArtifactsBenchmark","title":"Tencent-Hunyuan/ArtifactsBenchmark repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:57:32.928773+00:00","bytes":32607,"raw_path":"708801e6db708eb5a93aac7f418b8cff15d28cf0792d51fe246a618b3bbe90e4.json","content_hash":"70622e9121d104422d56692ce0b3bbeb3f2164b45fff79c1262edcaeb542099a","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/ArtifactsBenchmark Language: Python License: NOASSERTION Stars: 264 Forks: 21 Open issues: 2 Created: 2025-06-26T12:44:06Z Pushed: 2025-12-30T06:38:40Z Default branch: main Fork: no Archived: no README: <div align='center'> ArtifactsBench: Bridging the Visual-Interactive Gap in LLM Code Generation Evaluation **Tencent Hunyuan Team** --- <p align=\"center\"> <a href=\"https://arxiv.org/abs/2507.04952\">📖 Paper</a> • <a href=\"https://artifactsbenchmark.github.io/\">🏠 Home Page</a> • <a href=\"https://huggingface.co/datasets/tencent/ArtifactsBenchmark/\">💻 Data </a> • <a href=\"https://artifactsbenchmark.github.io/leaderboard.html\">🏆 Leaderboard</a> • <a href=\"#citation\"><b>📜 Citation</b></a> </p> <div align=\"center\"> <img src=\"figures/first_image.png\" width=\"80%\"> </div> <p align=\"center\"> <i>Figure 1: Automation level versus human–alignment across evaluation frameworks. The red star marks the fully manual WebDev Arena (100% human effort), while the blue bubble denotes our checklist-guided MLLM evaluation, ArtifactsBench, which achieves 94.4% agreement with human votes with 100% automation.</i> </p> </div> Introduction The generative capabilities of Large Language..."}],"related_signals":[{"id":"30ef45dc-aee6-470e-8bb6-1aff274256c4","url":"https://onlylabs.fyi/signals/30ef45dc-aee6-470e-8bb6-1aff274256c4","source_url":"https://github.com/Tencent-Hunyuan/UniRL","title":"Tencent-Hunyuan/UniRL","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-06-08T12:29:36+00:00","first_seen_at":"2026-06-09T07:00:33.142136+00:00","date_source":"source"},{"id":"a4a55c54-84f7-4b5d-b58a-26ff8fa578d7","url":"https://onlylabs.fyi/signals/a4a55c54-84f7-4b5d-b58a-26ff8fa578d7","source_url":"https://github.com/Tencent-Hunyuan/PlanningBench","title":"Tencent-Hunyuan/PlanningBench","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-29T02:24:44+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"7c054af3-8d52-42c8-8d3a-9cf4d0f97e99","url":"https://onlylabs.fyi/signals/7c054af3-8d52-42c8-8d3a-9cf4d0f97e99","source_url":"https://github.com/Tencent-Hunyuan/Precise","title":"Tencent-Hunyuan/Precise","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-22T02:07:30+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"79193606-cf5c-4e28-89fb-30f176808c2f","url":"https://onlylabs.fyi/signals/79193606-cf5c-4e28-89fb-30f176808c2f","source_url":"https://github.com/Tencent-Hunyuan/Hy-MT2","title":"Tencent-Hunyuan/Hy-MT2","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-18T07:54:11+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"f4f4c0ae-5f78-4070-8653-5516eb1f71ee","url":"https://onlylabs.fyi/signals/f4f4c0ae-5f78-4070-8653-5516eb1f71ee","source_url":"https://github.com/Tencent-Hunyuan/Hy-Embodied-RoboFusion","title":"Tencent-Hunyuan/Hy-Embodied-RoboFusion","context":"C","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-05-06T06:20:04+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"},{"id":"0eb03731-82e8-475f-8a1b-786ca5b4fe59","url":"https://onlylabs.fyi/signals/0eb03731-82e8-475f-8a1b-786ca5b4fe59","source_url":"https://github.com/Tencent-Hunyuan/R-DMesh","title":"Tencent-Hunyuan/R-DMesh","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-04-29T07:36:06+00:00","first_seen_at":"2026-06-05T21:53:29.068517+00:00","date_source":"source"}]}