{"schema_version":"onlylabs.public_signal.v1","title":"ByteDance (Doubao/Seed) Repo: ByteDance-Seed/DAComp","description":"ByteDance (Doubao/Seed) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c4d6c5e6-066e-4e64-ac20-c60a236990f3","json_url":"https://onlylabs.fyi/signals/c4d6c5e6-066e-4e64-ac20-c60a236990f3/signal.json","generated_at":"2026-06-11T03:58:01.927749+00:00","org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/bytedance","dossier_json_url":"https://onlylabs.fyi/labs/bytedance/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c4d6c5e6-066e-4e64-ac20-c60a236990f3","signal_json":"https://onlylabs.fyi/signals/c4d6c5e6-066e-4e64-ac20-c60a236990f3/signal.json","source":"https://github.com/ByteDance-Seed/DAComp","lab_dossier":"https://onlylabs.fyi/labs/bytedance","lab_dossier_json":"https://onlylabs.fyi/labs/bytedance/dossier.json","analysis":"https://onlylabs.fyi/analysis/bytedance","analysis_json":"https://onlylabs.fyi/analysis/bytedance/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/bytedance/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":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"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":"ByteDance (Doubao/Seed) published ByteDance-Seed/DAComp (Python). This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo ByteDance-Seed/DAComp · language Python · New repo by ByteDance with moderate stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Evals and quality in the data-business radar.","signal_desk":"repos","source_context":{"source_url":"https://github.com/ByteDance-Seed/DAComp","source_host":"github.com","occurred_at":"2025-12-08T10:08:00+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source","context":"Python"},"context_markers":[{"label":"Lab","value":"ByteDance (Doubao/Seed)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"ByteDance-Seed/DAComp","source":"source"},{"label":"Language","value":"Python","source":"source"},{"label":"Stars","value":"425","source":"traction"},{"label":"Notability","value":"New repo by ByteDance with moderate stars.","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Matched 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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: Data demand, 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 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repo signal \"ByteDance-Seed/DAComp\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"ByteDance (Doubao/Seed)","predicate":"published repo","object":"ByteDance-Seed/DAComp","text":"ByteDance (Doubao/Seed) published repo ByteDance-Seed/DAComp."},{"subject":"ByteDance-Seed/DAComp","predicate":"is classified as","object":"repo signal","text":"ByteDance-Seed/DAComp is classified as repo signal."},{"subject":"ByteDance-Seed/DAComp","predicate":"belongs to","object":"repos desk","text":"ByteDance-Seed/DAComp belongs to repos desk."},{"subject":"ByteDance-Seed/DAComp","predicate":"has context","object":"Python","text":"ByteDance-Seed/DAComp has context Python."},{"subject":"ByteDance-Seed/DAComp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/DAComp has evidence coverage 1 captured evidence page."},{"subject":"ByteDance-Seed/DAComp","predicate":"matches data-business lanes","object":"Data demand, Evals and quality","text":"ByteDance-Seed/DAComp matches data-business lanes Data demand, Evals and quality."},{"subject":"ByteDance-Seed/DAComp","predicate":"has captured page count","object":"1","text":"ByteDance-Seed/DAComp has captured page count 1."},{"subject":"ByteDance-Seed/DAComp","predicate":"has readable page count","object":"1","text":"ByteDance-Seed/DAComp has readable page count 1."},{"subject":"ByteDance-Seed/DAComp","predicate":"has related signal count","object":"6","text":"ByteDance-Seed/DAComp has related signal count 6."},{"subject":"ByteDance-Seed/DAComp","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":"ByteDance-Seed/DAComp 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":"ByteDance-Seed/DAComp","predicate":"has source host","object":"github.com","text":"ByteDance-Seed/DAComp has source host github.com."},{"subject":"ByteDance-Seed/DAComp","predicate":"has lab","object":"ByteDance (Doubao/Seed)","text":"ByteDance-Seed/DAComp has lab ByteDance (Doubao/Seed)."},{"subject":"ByteDance-Seed/DAComp","predicate":"has signal desk","object":"repos","text":"ByteDance-Seed/DAComp has signal desk repos."},{"subject":"ByteDance-Seed/DAComp","predicate":"has source host","object":"github.com","text":"ByteDance-Seed/DAComp has source host github.com."},{"subject":"ByteDance-Seed/DAComp","predicate":"has repository","object":"ByteDance-Seed/DAComp","text":"ByteDance-Seed/DAComp has repository ByteDance-Seed/DAComp."},{"subject":"ByteDance-Seed/DAComp","predicate":"has language","object":"Python","text":"ByteDance-Seed/DAComp has language Python."},{"subject":"ByteDance-Seed/DAComp","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 ByteDance-Seed/DAComp · language Python · New repo by ByteDance with moderate stars.. onlylabs links this event to 1 captured evidence page and 6 related repo signals. It also maps to Data demand, Evals and quality in the data-business radar.","semantic_triples":[{"subject":"ByteDance (Doubao/Seed)","predicate":"published repo","object":"ByteDance-Seed/DAComp","text":"ByteDance (Doubao/Seed) published repo ByteDance-Seed/DAComp."},{"subject":"ByteDance-Seed/DAComp","predicate":"is classified as","object":"repo signal","text":"ByteDance-Seed/DAComp is classified as repo signal."},{"subject":"ByteDance-Seed/DAComp","predicate":"belongs to","object":"repos desk","text":"ByteDance-Seed/DAComp belongs to repos desk."},{"subject":"ByteDance-Seed/DAComp","predicate":"has context","object":"Python","text":"ByteDance-Seed/DAComp has context Python."},{"subject":"ByteDance-Seed/DAComp","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ByteDance-Seed/DAComp has evidence coverage 1 captured evidence page."},{"subject":"ByteDance-Seed/DAComp","predicate":"matches data-business lanes","object":"Data demand, Evals and quality","text":"ByteDance-Seed/DAComp matches data-business lanes Data demand, Evals and quality."}]},"signal":{"id":"c4d6c5e6-066e-4e64-ac20-c60a236990f3","url":"https://onlylabs.fyi/signals/c4d6c5e6-066e-4e64-ac20-c60a236990f3","json_url":"https://onlylabs.fyi/signals/c4d6c5e6-066e-4e64-ac20-c60a236990f3/signal.json","source_url":"https://github.com/ByteDance-Seed/DAComp","title":"ByteDance-Seed/DAComp","summary":"ByteDance (Doubao/Seed) 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":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2025-12-08T10:08:00+00:00","first_seen_at":"2026-06-05T20:58:46.965734+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/ByteDance-Seed/DAComp"]},"facets":{"repo":"ByteDance-Seed/DAComp","language":"Python"},"traction":{"github_stars":425,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"}],"score":26,"matched_terms":["data","benchmark"],"reason":"ByteDance (Doubao/Seed) has a repo signal matching data demand, evals and quality."}},"primary_evidence_page":{"url":"https://github.com/ByteDance-Seed/DAComp","final_url":"https://github.com/ByteDance-Seed/DAComp","title":"ByteDance-Seed/DAComp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:01.927749+00:00","bytes":13444,"raw_path":"8ace0fa5561cc1cf1e1c33d52d9f059b7b785093161ab22aa5415e0b22a45ba0.json","content_hash":"96411febd414fda6e858dc02ab305c70a39dfbd53ba8aed7ab470326c4608072","excerpt_chars":1200,"truncated":true,"excerpt":"ByteDance-Seed/DAComp Description: [ICLR 2026] DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Language: Python License: NOASSERTION Stars: 425 Forks: 3 Open issues: 5 Created: 2025-12-08T10:08:00Z Pushed: 2026-01-04T10:20:11Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <h1 align=\"center\"> <img src=\"assets/DAComp-logo.png\" width=\"230\" alt=\"DAComp Logo\" /> <br> Benchmarking Data Agents across the Full Data Intelligence Lifecycle </h1> <p> &nbsp;&nbsp;🌐 <a href=\"https://da-comp.github.io/\">Website</a>&nbsp;&nbsp;|&nbsp;&nbsp; 📑 <a href=\"https://arxiv.org/abs/2512.04324\">Paper</a>&nbsp;&nbsp;|&nbsp;&nbsp; 🤗 <a href=\"https://huggingface.co/DAComp\">Dataset</a>&nbsp;&nbsp;|&nbsp;&nbsp; 🐥 <a href=\"https://x.com/fangyu_lei/status/1998458208160198714?s=20\">Twitter</a>&nbsp;&nbsp; </p> </div> 📰 News - **2025-12-08**: 🔥 We release the [DAComp dataset](https://huggingface.co/DAComp) and the [paper](https://arxiv.org/abs/2512.04324). 👋 Overview DAComp offers a research-grade benchmark spanning full data intelligence workflows: repository-level data engineering (DAComp-DE), open-ended data analysis (DAComp-DA), a Chinese-localized..."},"evidence_pages":[{"url":"https://github.com/ByteDance-Seed/DAComp","final_url":"https://github.com/ByteDance-Seed/DAComp","title":"ByteDance-Seed/DAComp repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:58:01.927749+00:00","bytes":13444,"raw_path":"8ace0fa5561cc1cf1e1c33d52d9f059b7b785093161ab22aa5415e0b22a45ba0.json","content_hash":"96411febd414fda6e858dc02ab305c70a39dfbd53ba8aed7ab470326c4608072","excerpt_chars":1200,"truncated":true,"excerpt":"ByteDance-Seed/DAComp Description: [ICLR 2026] DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Language: Python License: NOASSERTION Stars: 425 Forks: 3 Open issues: 5 Created: 2025-12-08T10:08:00Z Pushed: 2026-01-04T10:20:11Z Default branch: main Fork: no Archived: no README: <div align=\"center\"> <h1 align=\"center\"> <img src=\"assets/DAComp-logo.png\" width=\"230\" alt=\"DAComp Logo\" /> <br> Benchmarking Data Agents across the Full Data Intelligence Lifecycle </h1> <p> &nbsp;&nbsp;🌐 <a href=\"https://da-comp.github.io/\">Website</a>&nbsp;&nbsp;|&nbsp;&nbsp; 📑 <a href=\"https://arxiv.org/abs/2512.04324\">Paper</a>&nbsp;&nbsp;|&nbsp;&nbsp; 🤗 <a href=\"https://huggingface.co/DAComp\">Dataset</a>&nbsp;&nbsp;|&nbsp;&nbsp; 🐥 <a href=\"https://x.com/fangyu_lei/status/1998458208160198714?s=20\">Twitter</a>&nbsp;&nbsp; </p> </div> 📰 News - **2025-12-08**: 🔥 We release the [DAComp dataset](https://huggingface.co/DAComp) and the [paper](https://arxiv.org/abs/2512.04324). 👋 Overview DAComp offers a research-grade benchmark spanning full data intelligence workflows: repository-level data engineering (DAComp-DE), open-ended data analysis (DAComp-DA), a Chinese-localized..."}],"related_signals":[{"id":"55e0369a-bd79-48f1-a004-0cd4fdfb03e4","url":"https://onlylabs.fyi/signals/55e0369a-bd79-48f1-a004-0cd4fdfb03e4","source_url":"https://github.com/ByteDance-Seed/TaskMem","title":"ByteDance-Seed/TaskMem","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-29T03:03:17+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"957704c5-24c9-4360-aafa-f8382010ed1d","url":"https://onlylabs.fyi/signals/957704c5-24c9-4360-aafa-f8382010ed1d","source_url":"https://github.com/ByteDance-Seed/Cola-DLM","title":"ByteDance-Seed/Cola-DLM","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-15T07:09:04+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"22ca2261-1970-4664-95e2-1c4d404c0eb3","url":"https://onlylabs.fyi/signals/22ca2261-1970-4664-95e2-1c4d404c0eb3","source_url":"https://github.com/ByteDance-Seed/THEMol","title":"ByteDance-Seed/THEMol","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-15T05:36:08+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"6a0854bb-9654-4e4e-92dc-e8fff1d6c7b9","url":"https://onlylabs.fyi/signals/6a0854bb-9654-4e4e-92dc-e8fff1d6c7b9","source_url":"https://github.com/ByteDance-Seed/felis","title":"ByteDance-Seed/felis","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-05-06T08:54:43+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"05e5f295-f84c-41c4-89df-baa3606008b1","url":"https://onlylabs.fyi/signals/05e5f295-f84c-41c4-89df-baa3606008b1","source_url":"https://github.com/ByteDance-Seed/SimArt","title":"ByteDance-Seed/SimArt","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-04-23T03:25:52+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"},{"id":"106937f9-35dd-41e2-adde-98e74527e1b8","url":"https://onlylabs.fyi/signals/106937f9-35dd-41e2-adde-98e74527e1b8","source_url":"https://github.com/ByteDance-Seed/In-Place-TTT","title":"ByteDance-Seed/In-Place-TTT","context":"Python","kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"bytedance","name":"ByteDance (Doubao/Seed)","category":"frontier-lab"},"occurred_at":"2026-04-07T05:50:45+00:00","first_seen_at":"2026-06-05T20:58:46.965734+00:00","date_source":"source"}]}