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ely-eye/bench/corpus/manifest.jsonl
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ZacharyZhang-NY 77219c930b Add third-party benchmark suite frozen at 50,789 sources / 5,308 queries 
Ground truth comes only from third-party annotations (MMLongBench-Doc
evidence_page_ids, VisRAG qrels, ScreenSpot-v2 bboxes, Video-MME QA,
LongMemEval answer_session_ids, CodeSearchNet func_path+func_name) and
from document structure; no model judgement is used anywhere.

- bench/corpus/manifest.jsonl: 28 sources with url, retrieved_at, sha256,
  annotation_source, license, files[]; verified by bench.manifest_check
- bench/sets/{pdf,image,ui_screenshot,video,code,conversation}.{jsonl} plus
  corpus indexes and a manifest that freezes every file's sha256
- 2,928 answerable + 2,380 unanswerable queries over 854 holders; every
  query carries scope {holder, scenario, as_of} for transactive routing
- bench/validate_sets.py fails on missing gold, holder mismatch between
  gold and query, gold observed after as_of, and manifest digest drift
2026-10-06 12:05:43 -04:00

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{"annotation_source": "ScreenSpot human-written referring instructions with element bounding boxes, Li et al. 2023 arXiv:2308.08155", "bytes": 76936, "dataset": "OS-Copilot/ScreenSpot-v2", "lfs_pointer_bytes": null, "lfs_pointer_oid": null, "license": "apache-2.0", "modality": "ui_screenshot", "newly_downloaded": false, "oid_match": true, "path": "screenspot_desktop_v2.json", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "5efbb1f1b5463a575f2eb7bc30fe29e49c15f93c", "sha256": "96f494e0b28eead9187c67794b02bde63350b9cb753acc5fc0384fa77c7182a4", "snapshot_at": "2025-02-10T11:15:38+00:00", "url": "https://huggingface.co/datasets/OS-Copilot/ScreenSpot-v2/resolve/5efbb1f1b5463a575f2eb7bc30fe29e49c15f93c/screenspot_desktop_v2.json"}
{"annotation_source": "ScreenSpot human-written referring instructions with element bounding boxes, Li et al. 2023 arXiv:2308.08155", "bytes": 119098, "dataset": "OS-Copilot/ScreenSpot-v2", "lfs_pointer_bytes": null, "lfs_pointer_oid": null, "license": "apache-2.0", "modality": "ui_screenshot", "newly_downloaded": false, "oid_match": true, "path": "screenspot_mobile_v2.json", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "5efbb1f1b5463a575f2eb7bc30fe29e49c15f93c", "sha256": "fdd1595b64179e31407eed5929fa12e80adc6ba2ee372a3802d36da379ea1825", "snapshot_at": "2025-02-10T11:15:38+00:00", "url": "https://huggingface.co/datasets/OS-Copilot/ScreenSpot-v2/resolve/5efbb1f1b5463a575f2eb7bc30fe29e49c15f93c/screenspot_mobile_v2.json"}
{"annotation_source": "ScreenSpot human-written referring instructions with element bounding boxes, Li et al. 2023 arXiv:2308.08155", "bytes": 103636, "dataset": "OS-Copilot/ScreenSpot-v2", "lfs_pointer_bytes": null, "lfs_pointer_oid": null, "license": "apache-2.0", "modality": "ui_screenshot", "newly_downloaded": false, "oid_match": true, "path": "screenspot_web_v2.json", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "5efbb1f1b5463a575f2eb7bc30fe29e49c15f93c", "sha256": "3e89e245d69f56a8e8f430917dc02f95b6fc36f8c8f2836c2cafe4dad10e823d", "snapshot_at": "2025-02-10T11:15:38+00:00", "url": "https://huggingface.co/datasets/OS-Copilot/ScreenSpot-v2/resolve/5efbb1f1b5463a575f2eb7bc30fe29e49c15f93c/screenspot_web_v2.json"}
{"annotation_source": "ScreenSpot human-written referring instructions with element bounding boxes, Li et al. 2023 arXiv:2308.08155", "bytes": 1331012233, "dataset": "OS-Copilot/ScreenSpot-v2", "lfs_pointer_bytes": 1331012233, "lfs_pointer_oid": "750555b8b06e3898634c610cd904600feb7ec7ca530e625a00c1416a73d829ee", "license": "apache-2.0", "modality": "ui_screenshot", "newly_downloaded": false, "oid_match": true, "path": "screenspotv2_image.zip", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "5efbb1f1b5463a575f2eb7bc30fe29e49c15f93c", "sha256": "750555b8b06e3898634c610cd904600feb7ec7ca530e625a00c1416a73d829ee", "snapshot_at": "2025-02-10T11:15:38+00:00", "url": "https://huggingface.co/datasets/OS-Copilot/ScreenSpot-v2/resolve/5efbb1f1b5463a575f2eb7bc30fe29e49c15f93c/screenspotv2_image.zip"}
{"annotation_source": "developer-written docstrings, Husain et al. 2019 (arXiv:1909.09436)", "bytes": 28744352, "dataset": "code-search-net/code_search_net", "lfs_pointer_bytes": 28744352, "lfs_pointer_oid": "3167e79ee7f081d825bf97b96d3a6b2d96428b00f6a98125be943384d8afae5f", "license": "other (per-repository OSS licenses recorded in the dataset's metadata column)", "modality": "code", "newly_downloaded": false, "oid_match": true, "path": "python/test-00000-of-00001.parquet", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "bd0cf261e357a3eb5c8fba490d23ec1a1cd59555", "sha256": "3167e79ee7f081d825bf97b96d3a6b2d96428b00f6a98125be943384d8afae5f", "snapshot_at": "2026-02-23T14:11:41+00:00", "url": "https://huggingface.co/datasets/code-search-net/code_search_net/resolve/bd0cf261e357a3eb5c8fba490d23ec1a1cd59555/python/test-00000-of-00001.parquet"}
{"annotation_source": "developer-written docstrings, Husain et al. 2019 (arXiv:1909.09436)", "bytes": 30742555, "dataset": "code-search-net/code_search_net", "lfs_pointer_bytes": 30742555, "lfs_pointer_oid": "22eaacb46ed7e74d582409b85692ef63f5a43e99f9395c2eb736b5c8451422bb", "license": "other (per-repository OSS licenses recorded in the dataset's metadata column)", "modality": "code", "newly_downloaded": false, "oid_match": true, "path": "python/validation-00000-of-00001.parquet", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "bd0cf261e357a3eb5c8fba490d23ec1a1cd59555", "sha256": "22eaacb46ed7e74d582409b85692ef63f5a43e99f9395c2eb736b5c8451422bb", "snapshot_at": "2026-02-23T14:11:41+00:00", "url": "https://huggingface.co/datasets/code-search-net/code_search_net/resolve/bd0cf261e357a3eb5c8fba490d23ec1a1cd59555/python/validation-00000-of-00001.parquet"}
{"annotation_source": "symbol definitions parsed from upstream source, no model judgement", "bytes": 13458315, "dataset": "https://github.com/pyparsing/pyparsing", "file_count": 293, "lfs_pointer_bytes": null, "lfs_pointer_oid": null, "license": "see-repo", "modality": "code", "newly_downloaded": false, "oid_match": true, "path": "_git/pyparsing", "retrieved_at": "2026-10-06T15:26:29+00:00", "revision": "f803ae834288032a700331977639fc49c62fcd7f", "sha256": "f803ae834288032a700331977639fc49c62fcd7f", "snapshot_at": null, "url": "https://github.com/pyparsing/pyparsing/archive/f803ae834288032a700331977639fc49c62fcd7f.tar.gz"}
{"annotation_source": "symbol definitions parsed from upstream source, no model judgement", "bytes": 8434814, "dataset": "https://github.com/rust-lang/regex", "file_count": 451, "lfs_pointer_bytes": null, "lfs_pointer_oid": null, "license": "see-repo", "modality": "code", "newly_downloaded": false, "oid_match": true, "path": "_git/regex", "retrieved_at": "2026-10-06T15:26:29+00:00", "revision": "72d650cb0a880a01ab6dc2137c0888e8f89740f7", "sha256": "72d650cb0a880a01ab6dc2137c0888e8f89740f7", "snapshot_at": null, "url": "https://github.com/rust-lang/regex/archive/72d650cb0a880a01ab6dc2137c0888e8f89740f7.tar.gz"}
{"annotation_source": "symbol definitions parsed from upstream source, no model judgement", "bytes": 6295147, "dataset": "https://github.com/tokio-rs/tokio", "file_count": 883, "lfs_pointer_bytes": null, "lfs_pointer_oid": null, "license": "see-repo", "modality": "code", "newly_downloaded": false, "oid_match": true, "path": "_git/tokio", "retrieved_at": "2026-10-06T15:26:29+00:00", "revision": "b2636752450484955e7ad334bac678424d51bc4a", "sha256": "b2636752450484955e7ad334bac678424d51bc4a", "snapshot_at": null, "url": "https://github.com/tokio-rs/tokio/archive/b2636752450484955e7ad334bac678424d51bc4a.tar.gz"}
{"annotation_source": "Video-MME human-written video QA with duration tiers and subtitle timings, Fu et al. 2024 arXiv:2405.21083", "bytes": 7504462, "dataset": "lmms-eval/Video-MME", "lfs_pointer_bytes": 7504462, "lfs_pointer_oid": "a2ee50c5912d23301ddf2c5036c19c4ac4eb2116cd9874aeecd026c4eff45a34", "license": "not-stated-in-card", "modality": "video", "newly_downloaded": false, "oid_match": true, "path": "subtitle.zip", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "ead1408f75b618502df9a1d8e0950166bf0a2a0b", "sha256": "a2ee50c5912d23301ddf2c5036c19c4ac4eb2116cd9874aeecd026c4eff45a34", "snapshot_at": "2024-07-04T08:14:20+00:00", "url": "https://huggingface.co/datasets/lmms-eval/Video-MME/resolve/ead1408f75b618502df9a1d8e0950166bf0a2a0b/subtitle.zip"}
{"annotation_source": "Video-MME human-written video QA with duration tiers and subtitle timings, Fu et al. 2024 arXiv:2405.21083", "bytes": 405167, "dataset": "lmms-eval/Video-MME", "lfs_pointer_bytes": 405167, "lfs_pointer_oid": "7fffab8ed38ecc2f9f0eca4c44d8a11636f0ee96116ede83580c8b9ae0faf986", "license": "not-stated-in-card", "modality": "video", "newly_downloaded": false, "oid_match": true, "path": "videomme/test-00000-of-00001.parquet", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "ead1408f75b618502df9a1d8e0950166bf0a2a0b", "sha256": "7fffab8ed38ecc2f9f0eca4c44d8a11636f0ee96116ede83580c8b9ae0faf986", "snapshot_at": "2024-07-04T08:14:20+00:00", "url": "https://huggingface.co/datasets/lmms-eval/Video-MME/resolve/ead1408f75b618502df9a1d8e0950166bf0a2a0b/videomme/test-00000-of-00001.parquet"}
{"annotation_source": "Video-MME human-written video QA with duration tiers and subtitle timings, Fu et al. 2024 arXiv:2405.21083", "bytes": 5179377199, "dataset": "lmms-eval/Video-MME", "lfs_pointer_bytes": 5179377199, "lfs_pointer_oid": "3076173e26febbecd3c44eba36b6c3da883f16467812a913f0953e98298b50f6", "license": "not-stated-in-card", "modality": "video", "newly_downloaded": false, "oid_match": true, "path": "videos_chunked_01.zip", "retrieved_at": "2026-10-06T15:26:25+00:00", "revision": "ead1408f75b618502df9a1d8e0950166bf0a2a0b", "sha256": "3076173e26febbecd3c44eba36b6c3da883f16467812a913f0953e98298b50f6", "snapshot_at": "2024-07-04T08:14:20+00:00", "url": "https://huggingface.co/datasets/lmms-eval/Video-MME/resolve/ead1408f75b618502df9a1d8e0950166bf0a2a0b/videos_chunked_01.zip"}
{"annotation_source": "Video-MME human-written video QA with duration tiers and subtitle timings, Fu et al. 2024 arXiv:2405.21083", "bytes": 5326504615, "dataset": "lmms-eval/Video-MME", "lfs_pointer_bytes": 5326504615, "lfs_pointer_oid": "db6b99129aaf6c0b049a47178718cec03e819e2cbfc3083b7ad1402f58d7c36e", "license": "not-stated-in-card", "modality": "video", "newly_downloaded": false, "oid_match": true, "path": "videos_chunked_02.zip", "retrieved_at": "2026-10-06T15:26:27+00:00", "revision": "ead1408f75b618502df9a1d8e0950166bf0a2a0b", "sha256": "db6b99129aaf6c0b049a47178718cec03e819e2cbfc3083b7ad1402f58d7c36e", "snapshot_at": "2024-07-04T08:14:20+00:00", "url": "https://huggingface.co/datasets/lmms-eval/Video-MME/resolve/ead1408f75b618502df9a1d8e0950166bf0a2a0b/videos_chunked_02.zip"}
{"annotation_source": "Video-MME human-written video QA with duration tiers and subtitle timings, Fu et al. 2024 arXiv:2405.21083", "bytes": 4864542112, "dataset": "lmms-eval/Video-MME", "lfs_pointer_bytes": 4864542112, "lfs_pointer_oid": "6daab383dd797577b31eba72e90f05acc9956126a93840f7451ca01cb4d89641", "license": "not-stated-in-card", "modality": "video", "newly_downloaded": false, "oid_match": true, "path": "videos_chunked_03.zip", "retrieved_at": "2026-10-06T15:26:29+00:00", "revision": "ead1408f75b618502df9a1d8e0950166bf0a2a0b", "sha256": "6daab383dd797577b31eba72e90f05acc9956126a93840f7451ca01cb4d89641", "snapshot_at": "2024-07-04T08:14:20+00:00", "url": "https://huggingface.co/datasets/lmms-eval/Video-MME/resolve/ead1408f75b618502df9a1d8e0950166bf0a2a0b/videos_chunked_03.zip"}
{"annotation_source": "VisRAG-Ret qrels derived from ArXivQA upstream annotations, Li et al. 2024", "bytes": 417993745, "dataset": "openbmb/VisRAG-Ret-Test-ArxivQA", "lfs_pointer_bytes": 417993745, "lfs_pointer_oid": "90877f4dab84d5f86906366eb082835f249f43f853b2ff54f8d8ed95fb6363f3", "license": "not-stated-in-card", "modality": "image", "newly_downloaded": false, "oid_match": true, "path": "corpus/train-00000-of-00003.parquet", "retrieved_at": "2026-10-06T15:26:21+00:00", "revision": "00a31fc1e899b5f81d7760eca4907b1a1005865b", "sha256": "90877f4dab84d5f86906366eb082835f249f43f853b2ff54f8d8ed95fb6363f3", "snapshot_at": "2025-03-15T17:31:12+00:00", "url": "https://huggingface.co/datasets/openbmb/VisRAG-Ret-Test-ArxivQA/resolve/00a31fc1e899b5f81d7760eca4907b1a1005865b/corpus/train-00000-of-00003.parquet"}
{"annotation_source": "VisRAG-Ret qrels derived from ArXivQA upstream annotations, Li et al. 2024", "bytes": 424149917, "dataset": "openbmb/VisRAG-Ret-Test-ArxivQA", "lfs_pointer_bytes": 424149917, "lfs_pointer_oid": "ddbe4b72fa0bb3c47f85b42f35a2ad2c2272433ab642670679d39402821c5f35", "license": "not-stated-in-card", "modality": "image", "newly_downloaded": false, "oid_match": true, "path": "corpus/train-00001-of-00003.parquet", "retrieved_at": "2026-10-06T15:26:21+00:00", "revision": "00a31fc1e899b5f81d7760eca4907b1a1005865b", "sha256": "ddbe4b72fa0bb3c47f85b42f35a2ad2c2272433ab642670679d39402821c5f35", "snapshot_at": "2025-03-15T17:31:12+00:00", "url": "https://huggingface.co/datasets/openbmb/VisRAG-Ret-Test-ArxivQA/resolve/00a31fc1e899b5f81d7760eca4907b1a1005865b/corpus/train-00001-of-00003.parquet"}
{"annotation_source": "VisRAG-Ret qrels derived from ArXivQA upstream annotations, Li et al. 2024", "bytes": 422950303, "dataset": "openbmb/VisRAG-Ret-Test-ArxivQA", "lfs_pointer_bytes": 422950303, "lfs_pointer_oid": "da74f8b1a7b9e5844f7e4976d309742df6645cdb40318ce215d5239d9e78e758", "license": "not-stated-in-card", "modality": "image", "newly_downloaded": false, "oid_match": true, "path": "corpus/train-00002-of-00003.parquet", "retrieved_at": "2026-10-06T15:26:21+00:00", "revision": "00a31fc1e899b5f81d7760eca4907b1a1005865b", "sha256": "da74f8b1a7b9e5844f7e4976d309742df6645cdb40318ce215d5239d9e78e758", "snapshot_at": "2025-03-15T17:31:12+00:00", "url": "https://huggingface.co/datasets/openbmb/VisRAG-Ret-Test-ArxivQA/resolve/00a31fc1e899b5f81d7760eca4907b1a1005865b/corpus/train-00002-of-00003.parquet"}
{"annotation_source": "VisRAG-Ret qrels derived from ArXivQA upstream annotations, Li et al. 2024", "bytes": 337804, "dataset": "openbmb/VisRAG-Ret-Test-ArxivQA", "lfs_pointer_bytes": null, "lfs_pointer_oid": null, "license": "not-stated-in-card", "modality": "image", "newly_downloaded": false, "oid_match": true, "path": "qrels/arxivqa-eval-qrels.tsv", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "00a31fc1e899b5f81d7760eca4907b1a1005865b", "sha256": "64233caba7cba5d02aa6326a61d911a3de7e14ea8e54ff77681ce66351ff9aec", "snapshot_at": "2025-03-15T17:31:12+00:00", "url": "https://huggingface.co/datasets/openbmb/VisRAG-Ret-Test-ArxivQA/resolve/00a31fc1e899b5f81d7760eca4907b1a1005865b/qrels/arxivqa-eval-qrels.tsv"}
{"annotation_source": "VisRAG-Ret qrels derived from ArXivQA upstream annotations, Li et al. 2024", "bytes": 20356, "dataset": "openbmb/VisRAG-Ret-Test-ArxivQA", "lfs_pointer_bytes": 20356, "lfs_pointer_oid": "b7c7c4f99a09d26347d733769977e24e7a5e36985b1abd6fbf9d3c770eb3a9bc", "license": "not-stated-in-card", "modality": "image", "newly_downloaded": false, "oid_match": true, "path": "qrels/train-00000-of-00001.parquet", "retrieved_at": "2026-10-06T15:26:22+00:00", "revision": "00a31fc1e899b5f81d7760eca4907b1a1005865b", "sha256": "b7c7c4f99a09d26347d733769977e24e7a5e36985b1abd6fbf9d3c770eb3a9bc", "snapshot_at": "2025-03-15T17:31:12+00:00", "url": "https://huggingface.co/datasets/openbmb/VisRAG-Ret-Test-ArxivQA/resolve/00a31fc1e899b5f81d7760eca4907b1a1005865b/qrels/train-00000-of-00001.parquet"}
{"annotation_source": "VisRAG-Ret qrels derived from ArXivQA upstream annotations, Li et al. 2024", "bytes": 149813, "dataset": "openbmb/VisRAG-Ret-Test-ArxivQA", "lfs_pointer_bytes": 149813, "lfs_pointer_oid": "16293982d5a0c1e7f8f12ab8efb5e205f51ce84d8e407008738f01b655327407", "license": "not-stated-in-card", "modality": "image", "newly_downloaded": false, "oid_match": true, "path": "queries/train-00000-of-00001.parquet", "retrieved_at": "2026-10-06T15:26:21+00:00", "revision": "00a31fc1e899b5f81d7760eca4907b1a1005865b", "sha256": "16293982d5a0c1e7f8f12ab8efb5e205f51ce84d8e407008738f01b655327407", "snapshot_at": "2025-03-15T17:31:12+00:00", "url": "https://huggingface.co/datasets/openbmb/VisRAG-Ret-Test-ArxivQA/resolve/00a31fc1e899b5f81d7760eca4907b1a1005865b/queries/train-00000-of-00001.parquet"}
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