{"as_of":"2026-08-04T10:02:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:44d5c06ddf0ad32c45c306e1e692010f0723dd62c1d337d4b2ec4d8744d3c4fc","coverage":[{"denominator":29,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":29,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-17T20:05:20.393575Z","state":"measured"},{"denominator":31,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":31,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-04T06:34:03.388597+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-20T12:19:42.722173Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-05-20T12:23:17.003497Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"cited_work":{"arxiv_id":"2511.17722","doi":null,"metadata_source":"pith","pith_arxiv_id":"2511.17722","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","venue":"cs.CV","work_id":"779a279b-b668-44d7-96c5-cf6b415ebf99","year":2025},"citing_paper":{"arxiv_id":"2604.23407","last_updated":"2026-04-25T18:58:33Z","snapshot_observed_at":"2026-07-06T23:09:38.799345Z","submitted_at":"2026-04-25T18:58:33Z","title":"PushupBench: Your VLM is not good at counting pushups","version":1},"reference_index":9,"source":"arxiv_source","source_observed_at":"2026-05-08T08:32:47.354181Z"},"links":{"cited_paper":"/paper/2511.17722","citing_paper":"/paper/2604.23407"},"observation_digest":"sha256:ef57cc07fcf1737d504cbdb4a1ca9f74b096c47519b7e0b5d6e8aeb2387f9f03","observation_id":"e88ce197-84e4-4fd7-9f42-1bee320535ed","resolution":{"observed_at":"2026-05-11T20:36:08.900436Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"cited_work":{"arxiv_id":"2511.17722","doi":null,"metadata_source":"pith","pith_arxiv_id":"2511.17722","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","venue":"cs.CV","work_id":"779a279b-b668-44d7-96c5-cf6b415ebf99","year":2025},"citing_paper":{"arxiv_id":"2605.17826","last_updated":"2026-05-18T04:00:05Z","snapshot_observed_at":"2026-07-06T23:28:45.646975Z","submitted_at":"2026-05-18T04:00:05Z","title":"CounterCount: A Diagnostic Framework for Counting Bias in Vision Language Models","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-20T12:19:42.722173Z"},"links":{"cited_paper":"/paper/2511.17722","citing_paper":"/paper/2605.17826"},"observation_digest":"sha256:124a48295ec958f25b6c81939234446bb2ff9becb9f637b6626049cc35e5afde","observation_id":"bd968b84-02ec-406f-8382-f5a9d0d181df","resolution":{"observed_at":"2026-05-20T12:23:17.005033Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2511.17722/citation-record","integrity":"/paper/2511.17722/integrity","json":"/paper/2511.17722/citation-record.json","paper":"/paper/2511.17722"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2510.19555","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"[de— re] constructing vlms’ reasoning in counting","venue":null,"work_id":"8c0f86f4-7b86-4ff5-8ccc-bfe448a2c29a","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:35cac81938b2453b56ccb67fb29f39b794c08d5e75dedf62de943763706ace82","observation_id":"d50246e3-fae2-4136-a91d-bdb213db25b0","resolution":{"observed_at":"2026-05-17T20:10:11.255787Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Countgd: Multi-modal open-world counting.Advances in Neural Information Processing Systems, 37:48810–48837","venue":null,"work_id":"c6ce2348-fab1-4404-82a3-6f649341c73e","year":null},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:e7b661e54cd7be04fb61982e193b0fe90855cf9e8aa96efb0ac4242cf0d5fea1","observation_id":"a26fea90-62e4-48cb-9b64-df5d58b29896","resolution":{"observed_at":"2026-05-17T20:12:05.027611Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Mitigating object hallucinations in large vision- language models with assembly of global and local attention","venue":null,"work_id":"d241f936-b007-4300-bcd3-4ea72e4adcd3","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:3c6e0da10a38734b8c130fea71f16464a808e9b754c8af5a7704940df046e938","observation_id":"d89c2326-4e53-41c0-9c4e-8c0f05130b4b","resolution":{"observed_at":"2026-05-17T20:12:04.990981Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Generic attention- model explainability for interpreting bi-modal and encoder- decoder transformers","venue":null,"work_id":"b99e7245-8169-45c1-8d4c-23dfcbfca816","year":2021},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:08aa5da0a767e6c34c0d0446e25aa633d1208e4f9185e53fb08fa065bb9139b6","observation_id":"f73601dd-ed6a-42dd-a0b8-1a1d3ba39c4b","resolution":{"observed_at":"2026-05-17T20:12:04.985016Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Internvl: Scaling up vision foundation mod- els and aligning for generic visual-linguistic tasks","venue":null,"work_id":"ea31ea6f-bcdf-42d9-b5ab-33073b63c032","year":2024},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:2817a2e4ca61db5dbed29d4ddbbeec7bb707f5fb229cf90c5774229358d4a4fd","observation_id":"9774e28b-d991-44de-a42e-74e0be0cce95","resolution":{"observed_at":"2026-05-17T20:12:05.022671Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2504.05445","last_updated":"2025-04-07T19:16:56Z","snapshot_observed_at":"2026-08-04T05:13:00.299411Z","submitted_at":"2025-04-07T19:16:56Z","title":"Probing the Visualization Literacy of Vision Language Models: the Good, the Bad, and the Ugly","version":1},"cited_work":{"arxiv_id":"2504.05445","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2504.05445","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Probing the visualiza- tion literacy of vision language models: the good, the bad, and the ugly","venue":null,"work_id":"8731c886-459c-4703-a433-d4a140bd64f4","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"cited_paper":"/paper/2504.05445","citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:58088d076a23e0752f183c8a7bc9589aecae8317b1799b373d6ca84f58304113","observation_id":"6212dcc5-5390-4bb2-8213-47a59f953785","resolution":{"observed_at":"2026-05-17T20:10:11.270170Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Google deepmind: Gemini 2.5 pro, 2025.https: //deepmind.google/models/gemini/pro/","venue":null,"work_id":"08b99f2f-4b5e-436d-a7ed-d0c58338811c","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:0c15faac955d7fb8e23ac479ba2c56daa13b02f79d2b787e5c84d9ffff2af60c","observation_id":"a9ade269-d54a-4e96-8ffc-b43909c3e09f","resolution":{"observed_at":"2026-05-17T20:12:05.018425Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2510.04401","doi":"10.48550/arxiv.2510.04401","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-07-10T12:15:01.137692Z","title":"Your vision-language model can’t even count to 20: Exposing the failures of vlms in compositional counting","venue":null,"work_id":"3d4a23c7-17e1-42b8-844d-81d7c66cd6ec","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:860ef4242f3541a2292659354b95471cfbc483b8512f2b032a350560e187a661","observation_id":"47c2a054-1f45-4bb9-8f8b-b7dea0792179","resolution":{"observed_at":"2026-05-17T20:10:11.274767Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Mask r-cnn","venue":null,"work_id":"5b555e81-e25e-4b5d-a3fe-0617b979bbb0","year":2017},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:ac3ac0f14652cd8add3fcd268481ebb5520f36b5edcf4968dc8347af9067dcfd","observation_id":"52fd7b0c-2cf3-4531-8914-32d5e35dfeac","resolution":{"observed_at":"2026-05-17T20:12:05.024834Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.00193","last_updated":"2025-05-25T18:16:26Z","snapshot_observed_at":"2026-07-06T19:24:52.534713Z","submitted_at":"2024-09-30T19:45:11Z","title":"Do Vision-Language Models Really Understand Visual Language?","version":3},"cited_work":{"arxiv_id":"2410.00193","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2410.00193","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Do vision- language models really understand visual language? arXiv preprint arXiv:2410.00193","venue":null,"work_id":"e5343628-4dab-4f6d-b9c0-01ead6b501fa","year":2024},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"cited_paper":"/paper/2410.00193","citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:cc569dddabb9070b6d83289aa253373a3b5a3e1f39968cec665d783208152c6a","observation_id":"bb536c98-020c-4ac6-8c8b-7f2f360deeef","resolution":{"observed_at":"2026-05-17T20:10:11.284722Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Point segment and count: A gener- alized framework for object counting","venue":null,"work_id":"223bad3b-1506-4693-aaf9-2ccae7421f3d","year":2024},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:1e78237f0be13d6d9d955c718cca490deea981b5c1092a0d3e81eff336aa1c0a","observation_id":"ad1050a2-488b-44a8-b789-af7e8bdb90ba","resolution":{"observed_at":"2026-05-17T20:12:05.030162Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.03321","last_updated":"2025-03-05T09:55:07Z","snapshot_observed_at":"2026-07-06T20:47:04.984599Z","submitted_at":"2025-03-05T09:55:07Z","title":"See What You Are Told: Visual Attention Sink in Large Multimodal Models","version":1},"cited_work":{"arxiv_id":"2503.03321","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2503.03321","snapshot_observed_at":"2026-07-04T03:19:31.045973Z","title":"See what you are told: Visual attention sink in large multimodal models","venue":null,"work_id":"e2353a49-e7c6-4ef7-9033-fbaaa4fc0e08","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"cited_paper":"/paper/2503.03321","citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:c6aab6ddaf3240e7c714bec7e9adef7b69173fa5636ef950883dd21e1889400f","observation_id":"36680381-e702-4798-bef3-21fc87835478","resolution":{"observed_at":"2026-05-17T20:10:11.265815Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Segment any- thing","venue":null,"work_id":"b905542c-b5dc-44f0-a49e-03f0e653cdf7","year":2023},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:9d86f8ffa130c0e89b0eae4cf21ee228333f43737831432756e34d6e86754727","observation_id":"43db3c0b-0df8-4f4d-8b58-bd6c4fc60dd3","resolution":{"observed_at":"2026-05-17T20:12:05.032339Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2406.08702","last_updated":"2025-02-08T23:14:12Z","snapshot_observed_at":"2026-07-06T18:30:02.349638Z","submitted_at":"2024-06-13T00:00:20Z","title":"VLind-Bench: Measuring Language Priors in Large Vision-Language Models","version":4},"cited_work":{"arxiv_id":"2406.08702","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2406.08702","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Chunyuan Li, Cliff Wong, Sheng Zhang, Naoto Usuyama, Haotian Liu, Jianwei Yang, et al","venue":null,"work_id":"75478616-6c2f-462c-afb4-9a92273cea02","year":2024},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"cited_paper":"/paper/2406.08702","citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:ba9e891890d73bb209a0f0ef5ae84857ee0e6fcc5d3848285cb52002a858d970","observation_id":"83f6e0c4-13b4-418b-8c0a-1db9950c9f0a","resolution":{"observed_at":"2026-05-17T20:10:11.260463Z","resolver_source":"arxiv_id","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Vhelm: A holistic evaluation of vision language models.Advances in Neural Information Processing Systems, 37:140632–140666","venue":null,"work_id":"643f2e84-8abc-4a20-aed0-197bf12d91c9","year":2024},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:f50d9133e7773a26cd714ac9bbf593130962bf39a9db345b5573794db7c93572","observation_id":"bbff3afe-903e-45b8-8e47-1062697a8739","resolution":{"observed_at":"2026-05-17T20:12:05.009905Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Open ai: Introducing openai o3 and o4-mini","venue":null,"work_id":"8bc255ee-1ac3-46fc-90e1-a770506181df","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:c2148e2a368118f98221b5956bf593f4b006f4f5aba2b3787cba16af7480e0a2","observation_id":"624ba155-1d3c-4e23-86fc-9935c6a4592a","resolution":{"observed_at":"2026-05-17T20:12:05.011895Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Crowd- diff: Multi-hypothesis crowd density estimation using dif- fusion models","venue":null,"work_id":"41f89ed6-8971-40ce-8be5-b1e4eb15d658","year":2024},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:9ad08e59cece7b4f9e787c0c84cd27262d377d6e00259c905ff1e7393c8464aa","observation_id":"2735e050-9190-458d-81eb-784192dcac4b","resolution":{"observed_at":"2026-05-17T20:12:05.014360Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Vision-language foundation models for medical imag- ing: a review of current practices and innovations.Biomedi- cal Engineering Letters, pages 1–22","venue":null,"work_id":"f38425f4-9877-4142-aae5-c89b76c148a1","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:77d440c0cbba48fb04323d5e23b188834db718948f28ee1d993e694ab0398104","observation_id":"ad766355-5474-4800-a485-569676b55038","resolution":{"observed_at":"2026-05-17T20:12:05.014782Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2508.13073","last_updated":"2025-09-01T08:10:01Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-08-18T16:45:48Z","title":"Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey","version":2},"cited_work":{"arxiv_id":"2508.13073","doi":null,"metadata_source":"pith","pith_arxiv_id":"2508.13073","snapshot_observed_at":"2026-07-08T05:54:33.623543Z","title":"Large VLM-based Vision-Language-Action Models for Robotic Manipulation: A Survey","venue":"cs.RO","work_id":"bcbdae00-80a0-4488-a280-7eaf3c5336bb","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"cited_paper":"/paper/2508.13073","citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:785386e7c0ac45910de3f3e34e706488f863e8a9f1a03914bbc9d0dbe5727fa8","observation_id":"21312160-65b6-4ecf-b4af-057621342db8","resolution":{"observed_at":"2026-05-17T20:28:16.822386Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"3909be11-a59f-42c3-a8c5-5ae7eb4ad0a5","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:c0fa3bdb3ae9ed521ed5e384b1c6bac5f4e19c019d75c231736e3a466fb5b6c2","observation_id":"581acd19-16b8-47c0-9fa5-044bef8a5b6f","resolution":{"observed_at":"2026-05-17T20:12:05.016160Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Qwen2.5-vl","venue":null,"work_id":"76027d58-a9bc-4c05-b5d0-0d01946a4fac","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:b0abfef67b06dd16fa2d8866f29f8a7e89625b3a4d672f40fd4cfa23458e5712","observation_id":"ae249483-3f8b-4838-b9e5-4756a27e24e8","resolution":{"observed_at":"2026-05-17T20:12:05.020643Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Vi- sion language models are biased","venue":null,"work_id":"6ccc637e-a5d1-4418-be8e-1fa1a0ea0701","year":2025},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:c8f3c4206d6ebf7c422d9503925bf560384a943f0b30b32b2eeddce86b15463e","observation_id":"1b0deaa2-9c69-41e9-a477-ddc9084260cf","resolution":{"observed_at":"2026-05-17T20:12:05.003503Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"8f1f1d07-55cf-4f84-b56e-ddd12135180f","year":null},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:83604f3d76da857bd3b07155582734ded57a4bc1105a1b90be5b96eb8f72b926","observation_id":"3e68b964-198f-4516-835f-e2207cadee5a","resolution":{"observed_at":"2026-05-17T20:12:04.995735Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"49c58540-edc7-487b-93d0-d664a72aead7","year":null},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:876de8e1d6d226f00846ac5a59da7691ceaa858435d543ca8d77b8f4c959e590","observation_id":"29b077c0-1770-4c3a-9da3-ccd5da4963ab","resolution":{"observed_at":"2026-05-17T20:12:05.004377Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Count the number of objects in this image. Answer the count within curly brackets, eg.{10}","venue":null,"work_id":"055ca81f-38dc-4cdc-a870-b1725972bc53","year":null},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:e960e6d6f79413b066f70e4f9235da4be574a73dbbcbadef151a5f43bfc284b7","observation_id":"5a9901a5-6a9c-4cd3-a0f8-a11703245514","resolution":{"observed_at":"2026-05-17T20:12:05.002187Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Example images for theObjectcategory,Colorpattern, showing different object colors","venue":null,"work_id":"0b3a0704-f00f-406e-b566-dae9e0144e52","year":null},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:d973b46a79f04e20f89bed7b7755001a442d73de2d89e428ee277abef6dd2bfe","observation_id":"75b6cfe4-14b3-4cc8-9b37-0f85002bd795","resolution":{"observed_at":"2026-05-17T20:12:05.034554Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"circles”(as default in color experiment), “squares","venue":null,"work_id":"e872e36c-67f3-447f-b6e9-5382a5279efe","year":null},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:bcc45e333be87500a2eb497ff999eb422fdd247573f7e5003c210b0846d93551","observation_id":"e33c48ad-429c-4133-b0ed-cd128b19bb77","resolution":{"observed_at":"2026-05-17T20:12:04.991241Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"5dc24a8e-601a-46e9-96db-976ab8246956","year":null},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:a7ddd34e13889ee9feed9355a6036a651128ff0b864e5aa1aadb20b6a25bf9bd","observation_id":"6740fb6f-adcd-487c-8d1c-78cba9722958","resolution":{"observed_at":"2026-05-17T20:12:05.007379Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"blue-green","venue":null,"work_id":"09a330c9-daf7-4c29-ad84-6ee7ff29a3b5","year":null},"citing_paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions","version":3},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-17T20:05:20.393575Z"},"links":{"citing_paper":"/paper/2511.17722"},"observation_digest":"sha256:5b3bfcac6d252bfc142338426708eb95c132b8ed487a7ef6d18e93268c62e8ac","observation_id":"24a5578e-36e6-437c-8cfd-45242978a334","resolution":{"observed_at":"2026-05-17T20:12:05.005528Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2511.17722","last_updated":"2026-04-02T18:08:31Z","latest_version":3,"primary_category":"cs.CV","snapshot_observed_at":"2026-07-06T22:36:40.133596Z","submitted_at":"2025-11-21T19:18:41Z","title":"Can Vision-Language Models Count? A Synthetic Benchmark and Analysis of Attention-Based Interventions"},"reference_resolution":{"displayed":29,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":4,"verified_exact":6,"verified_fuzzy":18},"total_outbound_references":29},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-04T06:34:03.388597+00:00","source":"crossref"},{"observed_at":"2026-08-04T06:33:57.428241+00:00","source":"retraction_watch"}],"thesis":"As of 4 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 2 inbound Pith citation observations for arXiv:2511.17722."}