{"schema_version":"onlylabs.public_signal.v1","title":"Google (DeepMind / Gemini) Repo: google-deepmind/wyd-benchmark","description":"Google (DeepMind / Gemini) repo signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/620b018b-3d5a-4e40-a676-a7891edb8324","json_url":"https://onlylabs.fyi/signals/620b018b-3d5a-4e40-a676-a7891edb8324/signal.json","generated_at":"2026-06-11T04:00:33.422002+00:00","org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/google-deepmind","dossier_json_url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/620b018b-3d5a-4e40-a676-a7891edb8324","signal_json":"https://onlylabs.fyi/signals/620b018b-3d5a-4e40-a676-a7891edb8324/signal.json","source":"https://github.com/google-deepmind/wyd-benchmark","lab_dossier":"https://onlylabs.fyi/labs/google-deepmind","lab_dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis":"https://onlylabs.fyi/analysis/google-deepmind","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/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":"Google (DeepMind / Gemini) published google-deepmind/wyd-benchmark. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo google-deepmind/wyd-benchmark · New benchmark from DeepMind, low traction.. 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/google-deepmind/wyd-benchmark","source_host":"github.com","occurred_at":"2025-03-03T11:08:07+00:00","first_seen_at":"2026-06-05T05:42:58.453363+00:00","date_source":"source","context":null},"context_markers":[{"label":"Lab","value":"Google (DeepMind / Gemini)","source":"signal"},{"label":"Signal desk","value":"repos","source":"signal"},{"label":"Source host","value":"github.com","source":"source"},{"label":"Repository","value":"google-deepmind/wyd-benchmark","source":"source"},{"label":"Stars","value":"28","source":"traction"},{"label":"Notability","value":"New benchmark from DeepMind, low traction.","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":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/google-deepmind/wyd-benchmark"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:00:33.422002+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":"Google (DeepMind / Gemini) has a repo signal matching evals and quality."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/620b018b-3d5a-4e40-a676-a7891edb8324/signal.json","dossier_json":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/google-deepmind/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/google-deepmind/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/620b018b-3d5a-4e40-a676-a7891edb8324/signal.json","required":true},{"label":"source","url":"https://github.com/google-deepmind/wyd-benchmark","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/google-deepmind/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/google-deepmind/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 Google (DeepMind / Gemini)'s repo signal \"google-deepmind/wyd-benchmark\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/wyd-benchmark","text":"Google (DeepMind / Gemini) published repo google-deepmind/wyd-benchmark."},{"subject":"google-deepmind/wyd-benchmark","predicate":"is classified as","object":"repo signal","text":"google-deepmind/wyd-benchmark is classified as repo signal."},{"subject":"google-deepmind/wyd-benchmark","predicate":"belongs to","object":"repos desk","text":"google-deepmind/wyd-benchmark belongs to repos desk."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/wyd-benchmark has evidence coverage 1 captured evidence page."},{"subject":"google-deepmind/wyd-benchmark","predicate":"matches data-business lanes","object":"Evals and quality","text":"google-deepmind/wyd-benchmark matches data-business lanes Evals and quality."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has captured page count","object":"1","text":"google-deepmind/wyd-benchmark has captured page count 1."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has readable page count","object":"1","text":"google-deepmind/wyd-benchmark has readable page count 1."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has related signal count","object":"6","text":"google-deepmind/wyd-benchmark has related signal count 6."},{"subject":"google-deepmind/wyd-benchmark","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":"google-deepmind/wyd-benchmark 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":"google-deepmind/wyd-benchmark","predicate":"has source host","object":"github.com","text":"google-deepmind/wyd-benchmark has source host github.com."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has lab","object":"Google (DeepMind / Gemini)","text":"google-deepmind/wyd-benchmark has lab Google (DeepMind / Gemini)."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has signal desk","object":"repos","text":"google-deepmind/wyd-benchmark has signal desk repos."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has source host","object":"github.com","text":"google-deepmind/wyd-benchmark has source host github.com."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has repository","object":"google-deepmind/wyd-benchmark","text":"google-deepmind/wyd-benchmark has repository google-deepmind/wyd-benchmark."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has stars","object":"28","text":"google-deepmind/wyd-benchmark has stars 28."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has notability","object":"New benchmark from DeepMind, low traction.","text":"google-deepmind/wyd-benchmark has notability New benchmark from DeepMind, low traction.."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has radar lane","object":"Evals and quality","text":"google-deepmind/wyd-benchmark has radar lane Evals and quality."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has matched term","object":"benchmark","text":"google-deepmind/wyd-benchmark has matched term benchmark."}]},"intelligence":{"signal_desk":"repos","answer":"Google (DeepMind / Gemini) published google-deepmind/wyd-benchmark. This repository signal exposes tooling, eval, infrastructure, or model-adjacent work before it may appear in a launch post. High-signal details: repo google-deepmind/wyd-benchmark · New benchmark from DeepMind, low traction.. 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":"Google (DeepMind / Gemini)","predicate":"published repo","object":"google-deepmind/wyd-benchmark","text":"Google (DeepMind / Gemini) published repo google-deepmind/wyd-benchmark."},{"subject":"google-deepmind/wyd-benchmark","predicate":"is classified as","object":"repo signal","text":"google-deepmind/wyd-benchmark is classified as repo signal."},{"subject":"google-deepmind/wyd-benchmark","predicate":"belongs to","object":"repos desk","text":"google-deepmind/wyd-benchmark belongs to repos desk."},{"subject":"google-deepmind/wyd-benchmark","predicate":"has evidence coverage","object":"1 captured evidence page","text":"google-deepmind/wyd-benchmark has evidence coverage 1 captured evidence page."},{"subject":"google-deepmind/wyd-benchmark","predicate":"matches data-business lanes","object":"Evals and quality","text":"google-deepmind/wyd-benchmark matches data-business lanes Evals and quality."}]},"signal":{"id":"620b018b-3d5a-4e40-a676-a7891edb8324","url":"https://onlylabs.fyi/signals/620b018b-3d5a-4e40-a676-a7891edb8324","json_url":"https://onlylabs.fyi/signals/620b018b-3d5a-4e40-a676-a7891edb8324/signal.json","source_url":"https://github.com/google-deepmind/wyd-benchmark","title":"google-deepmind/wyd-benchmark","summary":"Google (DeepMind / Gemini) published a new repository. onlylabs watches repos for tooling, eval, infra, and model-adjacent work.","context":null,"kind":{"key":"repo_new","label":"Repo"},"org":{"slug":"google-deepmind","name":"Google (DeepMind / Gemini)","category":"frontier-lab"},"occurred_at":"2025-03-03T11:08:07+00:00","first_seen_at":"2026-06-05T05:42:58.453363+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/google-deepmind/wyd-benchmark"]},"facets":{"repo":"google-deepmind/wyd-benchmark"},"traction":{"github_stars":28,"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":"Google (DeepMind / Gemini) has a repo signal matching evals and quality."}},"primary_evidence_page":{"url":"https://github.com/google-deepmind/wyd-benchmark","final_url":"https://github.com/google-deepmind/wyd-benchmark","title":"google-deepmind/wyd-benchmark repository metadata","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:00:33.422002+00:00","bytes":10725,"raw_path":"d247385b93eaebbcc26ec04c795215bebf18a2ea5cccfe37422c13a564b9c220.json","content_hash":"58b1669bfbf1e1982de1f36b09add5786d12db58612bb15fc4bfb80fa864c19e","excerpt_chars":1200,"truncated":true,"excerpt":"google-deepmind/wyd-benchmark License: Apache-2.0 Stars: 28 Forks: 0 Open issues: 1 Created: 2025-03-03T11:08:07Z Pushed: 2025-03-03T11:10:48Z Default branch: main Fork: no Archived: no README: The ‘What Are You Doing?’ (WYD) benchmark TL;DR: ‘What Are You Doing?’ (WYD) is a new benchmark for fine-grained evaluation of controllable image-to-video generation of humans, as described in the paper: >Emanuele Bugliarello, Anurag Arnab, Roni Paiss, Pieter-Jan Kindermans, >Cordelia Schmid. (2025). >What Are You Doing? A Closer Look at Controllable Human Video Generation. WYD consists of 1,544 captioned videos that have been meticulously collected and annotated with 56 fine-grained categories. These allow us to systematically measure performance across 9 aspects of human generation, including actions, interactions and motion. We also propose and validate automatic metrics that leverage our annotations and better capture human evaluations. ![Overview figure of WYD](teaser.png \"Overview of WYD\") Overview This repository includes: - Dataset annotations in [`wyd.json`](wyd.json), detailed in [DATASET.md](DATASET.md). - Human-verified video segmentation masks for each actor in a video (Emanuele Bugliarello, Anurag Arnab, Roni Paiss, Pieter-Jan Kindermans, >Cordelia Schmid. (2025). >What Are You Doing? A Closer Look at Controllable Human Video Generation. WYD consists of 1,544 captioned videos that have been meticulously collected and annotated with 56 fine-grained categories. These allow us to systematically measure performance across 9 aspects of human generation, including actions, interactions and motion. We also propose and validate automatic metrics that leverage our annotations and better capture human evaluations. ![Overview figure of WYD](teaser.png \"Overview of WYD\") Overview This repository includes: - Dataset annotations in [`wyd.json`](wyd.json), detailed in [DATASET.md](DATASET.md). - Human-verified video segmentation masks for each actor in a video (