{"schema_version":"onlylabs.public_signal.v1","title":"Tencent Hunyuan Repo: Tencent-Hunyuan/OmniCapBench","description":"Tencent Hunyuan repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/1d56428b-1c21-4746-b0e5-e0ef8ecae87f","json_url":"https://onlylabs.fyi/signals/1d56428b-1c21-4746-b0e5-e0ef8ecae87f/signal.json","generated_at":"2026-10-24T20:15:12.746Z","evidence_latest_fetched_at":"2026-10-13T07:03:56.673752+00:00","signal_first_seen_at":"2026-10-13T07:00:54.24637+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/1d56428b-1c21-4746-b0e5-e0ef8ecae87f","signal_json":"https://onlylabs.fyi/signals/1d56428b-1c21-4746-b0e5-e0ef8ecae87f/signal.json","source":"https://github.com/Tencent-Hunyuan/OmniCapBench","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/OmniCapBench (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/OmniCapBench · language Python. onlylabs links this event to 1 captured evidence page and 6 related repo signals. 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quality","text":"Tencent-Hunyuan/OmniCapBench matches data-business lanes Evals and quality."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has captured page count","object":"1","text":"Tencent-Hunyuan/OmniCapBench has captured page count 1."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has readable page count","object":"1","text":"Tencent-Hunyuan/OmniCapBench has readable page count 1."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has related signal count","object":"6","text":"Tencent-Hunyuan/OmniCapBench has related signal count 6."},{"subject":"Tencent-Hunyuan/OmniCapBench","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/OmniCapBench 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/OmniCapBench","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/OmniCapBench has source host github.com."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has lab","object":"Tencent Hunyuan","text":"Tencent-Hunyuan/OmniCapBench has lab Tencent Hunyuan."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has signal desk","object":"repos","text":"Tencent-Hunyuan/OmniCapBench has signal desk repos."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has source host","object":"github.com","text":"Tencent-Hunyuan/OmniCapBench has source host github.com."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has repository","object":"Tencent-Hunyuan/OmniCapBench","text":"Tencent-Hunyuan/OmniCapBench has repository Tencent-Hunyuan/OmniCapBench."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has 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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/OmniCapBench · language Python. 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/OmniCapBench","text":"Tencent Hunyuan published repo Tencent-Hunyuan/OmniCapBench."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"is classified as","object":"repo signal","text":"Tencent-Hunyuan/OmniCapBench is classified as repo signal."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"belongs to","object":"repos desk","text":"Tencent-Hunyuan/OmniCapBench belongs to repos desk."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has context","object":"Python","text":"Tencent-Hunyuan/OmniCapBench has context Python."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Tencent-Hunyuan/OmniCapBench has evidence coverage 1 captured evidence page."},{"subject":"Tencent-Hunyuan/OmniCapBench","predicate":"matches data-business lanes","object":"Evals and quality","text":"Tencent-Hunyuan/OmniCapBench matches data-business lanes Evals and quality."}]},"signal":{"id":"1d56428b-1c21-4746-b0e5-e0ef8ecae87f","url":"https://onlylabs.fyi/signals/1d56428b-1c21-4746-b0e5-e0ef8ecae87f","json_url":"https://onlylabs.fyi/signals/1d56428b-1c21-4746-b0e5-e0ef8ecae87f/signal.json","source_url":"https://github.com/Tencent-Hunyuan/OmniCapBench","title":"Tencent-Hunyuan/OmniCapBench","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":"2026-10-12T07:14:58+00:00","first_seen_at":"2026-10-13T07:00:54.24637+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/OmniCapBench"]},"facets":{"repo":"Tencent-Hunyuan/OmniCapBench","language":"Python"},"traction":{"github_stars":7,"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":16,"matched_terms":["eval","evaluation"],"reason":"Tencent Hunyuan has a repo signal matching evals and quality."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://github.com/Tencent-Hunyuan/OmniCapBench","final_url":"https://github.com/Tencent-Hunyuan/OmniCapBench","title":"Tencent-Hunyuan/OmniCapBench repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-13T07:03:56.673752+00:00","bytes":22827,"raw_path":"b205a4c6c0ee087cbcd73f3ebf423abdba68a5e007324b843860816ff631d84b.json","content_hash":"08feada023e31a94d110083fc65fc65b5812d3a553e8bef3429d770c2db15f5a","excerpt_chars":1200,"truncated":true,"excerpt":"Tencent-Hunyuan/OmniCapBench Description: [NeurIPS 2026] OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning Language: Python License: Apache-2.0 Stars: 4 Forks: 0 Open issues: 0 Created: 2026-10-12T07:14:58Z Pushed: 2026-10-12T09:59:10Z Default branch: main Fork: no Archived: no README: 中文 ｜ English OmniCapBench: A Deep-Structured Evaluation Framework for Fine-Grained Audio-Visual Captioning 📊 Full leaderboard on the project website · 🤗 Data on Hugging Face · 📖 Metrics reference News - **[2026/10]** 📄 The paper is on arXiv: [arXiv:2610.12458](https://arxiv.org/abs/2610.12458). The [project website](https://01yzzyu.github.io/OmniCapBench/) is live with the full leaderboard across nine omnimodal MLLMs. - **[2026/10]** 🤗 The benchmark data is hosted on [Hugging Face](https://huggingface.co/datasets/OmniCapBench/OmniCapBench) — 786 densely annotated videos with 5,818 references, 11,419 shots, 39,160 subshots and 6,537 audio events. - **[2026/09]** 🎉 **OmniCapBench** was accepted to **NeurIPS 2026** (Evaluations & Datasets Track). - **[2026/09]** 🧩 **OmniCapBench** is now open-source: the annotation pipeline for building a..."},"evidence_pages":[],"related_signals":[{"id":"da511613-282f-4c5c-8de5-b9c1c48f2e0a","url":"https://onlylabs.fyi/signals/da511613-282f-4c5c-8de5-b9c1c48f2e0a","source_url":"https://github.com/Tencent-Hunyuan/Hy-Nomas","title":"Tencent-Hunyuan/Hy-Nomas","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-21T03:04:54+00:00","first_seen_at":"2026-10-24T07:00:50.475712+00:00","date_source":"source"},{"id":"ff62846a-fd9f-4a12-a0de-07101d3af257","url":"https://onlylabs.fyi/signals/ff62846a-fd9f-4a12-a0de-07101d3af257","source_url":"https://github.com/Tencent-Hunyuan/Hy-Memory","title":"Tencent-Hunyuan/Hy-Memory","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-15T13:06:56+00:00","first_seen_at":"2026-10-17T07:00:50.275913+00:00","date_source":"source"},{"id":"187282d0-2ccd-4541-961c-d0e62e75d948","url":"https://onlylabs.fyi/signals/187282d0-2ccd-4541-961c-d0e62e75d948","source_url":"https://github.com/Tencent-Hunyuan/DiagSafe","title":"Tencent-Hunyuan/DiagSafe","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-15T06:49:00+00:00","first_seen_at":"2026-10-22T07:00:51.338619+00:00","date_source":"source"},{"id":"5fda20a5-d5b8-4f46-a253-c4755632fa90","url":"https://onlylabs.fyi/signals/5fda20a5-d5b8-4f46-a253-c4755632fa90","source_url":"https://github.com/Tencent-Hunyuan/HYDRA","title":"Tencent-Hunyuan/HYDRA","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-10-09T12:50:36+00:00","first_seen_at":"2026-10-14T07:00:50.966764+00:00","date_source":"source"},{"id":"294f6a47-4152-41eb-95f4-78b4749043bd","url":"https://onlylabs.fyi/signals/294f6a47-4152-41eb-95f4-78b4749043bd","source_url":"https://github.com/Tencent-Hunyuan/ExplorationBench","title":"Tencent-Hunyuan/ExplorationBench","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-09-30T10:51:12+00:00","first_seen_at":"2026-10-08T07:00:53.450555+00:00","date_source":"source"},{"id":"0f5d69f7-cdc1-43dd-bd8e-bc82b53743b4","url":"https://onlylabs.fyi/signals/0f5d69f7-cdc1-43dd-bd8e-bc82b53743b4","source_url":"https://github.com/Tencent-Hunyuan/Prism","title":"Tencent-Hunyuan/Prism","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"tencent-hunyuan","name":"Tencent Hunyuan","category":"frontier-lab"},"occurred_at":"2026-09-21T11:31:58+00:00","first_seen_at":"2026-10-06T07:00:51.136324+00:00","date_source":"source"}]}