Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-14T04:14:38.122080Z
Paper Citation Record · LEDGER
More Accurate, Less Human: Gestalt Grouping in Vision Models
As of 15 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 0 inbound Pith citation observations for arXiv:2608.10195.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
41 of 41 outbound references displayed
- verified exact1
- verified fuzzy22
- unresolved18
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 8003a1bd-a7cc-4540-a410-1285504b921d · outbound
This paper cites Bendeck and J.
More Accurate, Less Human: Gestalt Grouping in Vision Models Bendeck and J
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.885055Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bbc6b384-7ea6-4290-8085-cd8e54ad2ff7 · outbound
This paper cites Binz and E.
More Accurate, Less Human: Gestalt Grouping in Vision Models Binz and E
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.866855Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a6d71381-1f3d-46b7-a457-77ee7de5e297 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.848995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f383a65a-ded5-403c-8085-e062dff95d77 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.829690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation df26e7ad-f3c8-4edd-b446-5c7b8325e347 · outbound
This paper cites Demiralp, M.
More Accurate, Less Human: Gestalt Grouping in Vision Models Demiralp, M
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.811372Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ba55ed49-17df-4a4a-9726-8587fb0bdf7c · outbound
This paper cites Geirhos, K.
More Accurate, Less Human: Gestalt Grouping in Vision Models Geirhos, K
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.792345Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6aff5982-771e-47f5-b525-ce1cd9568cfa · outbound
This paper cites Geirhos, K.
More Accurate, Less Human: Gestalt Grouping in Vision Models Geirhos, K
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.773721Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 2643d56f-e007-49dd-85bb-ede25b75a62c · outbound
This paper cites Geirhos, P.
More Accurate, Less Human: Gestalt Grouping in Vision Models Geirhos, P
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.756957Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 53a600c6-8635-4f45-85fc-b31d3d2b4550 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.730429Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1d5642a6-2a8d-42b4-b4b4-493829bbb334 · outbound
This paper cites Haehn, J.
More Accurate, Less Human: Gestalt Grouping in Vision Models Haehn, J
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.704440Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 86b1f758-cd3c-4cc9-a35a-78efd74f4ba7 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.682992Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 915b78b7-475a-4540-b0c7-8738a60e3de8 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.666290Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d689d506-4cb6-4a78-a90c-1ec9c144b952 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.648788Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 62c86f26-e75f-4326-8da9-2e8ee8c4bb8c · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.627008Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation d9262281-f6e0-41e4-8a61-c5024aa36cd6 · outbound
This paper cites Heer and M.
More Accurate, Less Human: Gestalt Grouping in Vision Models Heer and M
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.608425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 21574dc7-b5be-4395-a037-89bd62271167 · outbound
This paper cites From Local Cues to Global Percepts: Emergent Gestalt Organization in Self-Supervised Vision Models.
More Accurate, Less Human: Gestalt Grouping in Vision Models From Local Cues to Global Percepts: Emergent Gestalt Organization in Self-Supervised Vision Models
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:14:37.988960Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2013f4fc-ca9d-4fb5-befb-64c7bc66cfa4 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 17
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.587991Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5a21eed5-ac60-4de2-b91b-46625c3f6323 · outbound
This paper cites SmolVLM: Redefining small and efficient multimodal models.
More Accurate, Less Human: Gestalt Grouping in Vision Models SmolVLM: Redefining small and efficient multimodal models
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:14:37.998915Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 244e7378-d31f-41d9-860d-2e01116163f3 · outbound
This paper cites Masry, D.
More Accurate, Less Human: Gestalt Grouping in Vision Models Masry, D
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.571791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation bc9019f6-3999-4abb-bbb9-3fd8a5ba1f82 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 20
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.556611Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 65053c9f-4cbf-4851-9097-66b4b5444041 · outbound
This paper cites Muttenthaler, J.
More Accurate, Less Human: Gestalt Grouping in Vision Models Muttenthaler, J
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.537850Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 314ce5e3-4529-4dbd-958b-2c0e1d2fd976 · outbound
This paper cites Oquab, T.
More Accurate, Less Human: Gestalt Grouping in Vision Models Oquab, T
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.519449Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 9cbf151d-9884-4ab6-8dba-e2845f2c905b · outbound
This paper cites Pandey and A.
More Accurate, Less Human: Gestalt Grouping in Vision Models Pandey and A
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.501733Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation ac8c85d5-9f12-42bc-ab1c-5195f5d3c7fe · outbound
This paper cites Radford, J.
More Accurate, Less Human: Gestalt Grouping in Vision Models Radford, J
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.482379Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 98b8af51-3410-4b50-9a57-35f19caae153 · outbound
This paper cites Schrimpf, J.
More Accurate, Less Human: Gestalt Grouping in Vision Models Schrimpf, J
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.466240Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation c744dfbe-bfab-4fa7-a1f5-f39d9955ba79 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 26
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.450294Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation f9fe5922-6d20-46a8-ac82-5142187febb2 · outbound
This paper cites Skau and R.
More Accurate, Less Human: Gestalt Grouping in Vision Models Skau and R
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.434329Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 8dde479d-b5c5-419d-b567-e096fb5b740e · outbound
This paper cites Getting aligned on representational alignment.
More Accurate, Less Human: Gestalt Grouping in Vision Models Getting aligned on representational alignment
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:14:38.058262Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48014051-31ba-498c-9fc9-2060948ed58f · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 29
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.417712Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 97f3c624-9d0c-49e9-a7b3-87e6cb03ba6e · outbound
This paper cites Talbot, V.
More Accurate, Less Human: Gestalt Grouping in Vision Models Talbot, V
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.402928Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 6ed0fbfa-7464-4e1f-af7d-ea07237e324a · outbound
This paper cites Torfs, K.
More Accurate, Less Human: Gestalt Grouping in Vision Models Torfs, K
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.388312Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 5de745d3-bf06-48a2-abe2-bccb48983418 · outbound
This paper cites Tseng, A.
More Accurate, Less Human: Gestalt Grouping in Vision Models Tseng, A
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.372427Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 1fc2a428-9bde-45ce-a174-423774fcc281 · outbound
This paper cites CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models.
More Accurate, Less Human: Gestalt Grouping in Vision Models CHART-6: Human-Centered Evaluation of Data Visualization Understanding in Vision-Language Models
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:14:38.082018Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b42d781-938b-419b-9721-62f63197e5ce · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
More Accurate, Less Human: Gestalt Grouping in Vision Models Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 34
- Resolution
- unresolved
- no resolver link, observed 2026-08-14T04:14:38.087144Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 07fef077-96e3-4237-9552-ebad55dd76c1 · outbound
This paper cites Ware.Information Visualization: Perception for Design.
More Accurate, Less Human: Gestalt Grouping in Vision Models Ware.Information Visualization: Perception for Design
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.355465Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation 0cdd7994-cd88-4a19-9e95-c2849d0f19a4 · outbound
This paper cites Wertheimer.
More Accurate, Less Human: Gestalt Grouping in Vision Models Wertheimer
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.338035Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a32259af-0692-423b-ab71-6de428ddd02f · outbound
This paper cites Whitney and A.
More Accurate, Less Human: Gestalt Grouping in Vision Models Whitney and A
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.322320Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation fec9a85d-df09-458d-ac13-cf87d3a2c9af · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 38
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.304782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a51d41d3-0f6c-402b-a9fa-f98a2a7d4316 · outbound
This paper cites an unresolved cited work.
More Accurate, Less Human: Gestalt Grouping in Vision Models Unresolved cited work
Reference 39
- Resolution
- unresolved
- raw_fallback, observed 2026-08-14T04:14:38.287882Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a55ac8e0-b553-499d-a937-3da38a54b075 · outbound
This paper cites Towards Understanding Graphical Perception in Large Multimodal Models.
More Accurate, Less Human: Gestalt Grouping in Vision Models Towards Understanding Graphical Perception in Large Multimodal Models
Reference 40
- Resolution
- verified exact
- local_arxiv, observed 2026-08-14T04:14:38.167801Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Observation a8004356-457c-45e3-920e-bb0cedb3c866 · outbound
This paper cites trial_id.
More Accurate, Less Human: Gestalt Grouping in Vision Models trial_id
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-14T04:14:38.271926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.
Pith citing papers
No inbound Pith citation observations are available.