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Paper Citation Record · LEDGER

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles

As of 5 August 2026, this Paper Citation Record lists 56 of 56 outbound references and 0 inbound Pith citation observations for arXiv:2607.27670.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2607.27670 v2

Coverage vector

measured 56 of 56 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T04:25:21.728234Z

measured 56 of 56 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

56 of 56 outbound references displayed

  • verified exact0
  • verified fuzzy23
  • unresolved33
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eda9b416-d390-4aa5-893a-995033158480 · outbound

This paper cites Efros , title =.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Efros , title =

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.828626Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.424381Z digest=sha256:6a6eee7c77bf3bd28473157d038be6994bdcc8cba3fd75b5a0d2a8967f1ac346

Observation 732e4a47-abab-4954-a8ae-5ef795bb3c4e · outbound

This paper cites Yuille , title =.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Yuille , title =

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.804087Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.435392Z digest=sha256:53f9a76ca5906498c79c19a94d5e2f0c41cb3684c481ee0c0ead7715a46136ee

Observation 30c792be-58cf-4694-90db-3ea705a82b7a · outbound

This paper cites Essa , title =.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Essa , title =

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.784402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.441397Z digest=sha256:b8fde3170ee7d5934ad4bcc6cf61ffee508f398131c5eb55f593dd6af1b19307

Observation 2a56a6d7-ecaa-496c-aa2d-4d29eeeae946 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.765987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.446867Z digest=sha256:378c886d5a8bade0e0cb1db4184e308813854da35fdf5df1c409163d1a760e8e

Observation 0479af43-f3f6-4b5b-b151-a125a4f83bf7 · outbound

This paper cites CoRR , volume =.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles CoRR , volume =

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.747995Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.452124Z digest=sha256:b25b158a89b5098c48f820d264587cec9538d5a36f6f347328dfdd86058798af

Observation 722e1d21-1f4d-4980-992b-dc86453265af · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.457291Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.457291Z digest=sha256:db899b89a6bb191522d9d0cd18661ceea110a0667ebe0edecf31857f8cd2c062

Observation 1492fed9-78b8-456f-984e-f7d39dd954cb · outbound

This paper cites Anthropic Technical Report , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Anthropic Technical Report , year=

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.715339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.466738Z digest=sha256:ba57eee3e3409711511cdbcc666c78578be35683effe85a8e1f6ba15734b90d2

Observation 10a51990-037a-409c-8780-f68edc3edc72 · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Gemini: A Family of Highly Capable Multimodal Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.474226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.474226Z digest=sha256:f349e20b519b5fae6b9dfecce3bc7ee69cf2754e086e2c744d27fc27e1bca02e

Observation 6c4ca53f-84b3-4a6d-bd20-6f7b79625793 · outbound

This paper cites Transactions of the Association for Computational Linguistics , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Transactions of the Association for Computational Linguistics , year=

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.695577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.481136Z digest=sha256:5d813123eaf59f445716f1b29ae2d9927c58193572d3625a60f93f04d364d5f0

Observation 8be7a6d0-7b4b-40d3-aea7-1d6c4980f4c0 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.675941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.486876Z digest=sha256:cf2ce9671c1b9f3e5b59628f238539e63667f2e65692d23987527d0b3d4fb60c

Observation a9714ecd-46c7-4709-8dee-e8044ab7beef · outbound

This paper cites What's "up" with vision-language models? Investigating their struggle with spatial reasoning.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles What's "up" with vision-language models? Investigating their struggle with spatial reasoning

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.491757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.491757Z digest=sha256:d72bf9f3958cbb19d58f61de47ff9da2cac62a63af340a8ea1a30ac6dcc3007d

Observation 32ae1bb9-e861-4662-bff9-b45b947757a3 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.654904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.497747Z digest=sha256:1dd4161bb0fffe1f4425e3aaa140d591451683bdfc71872619868127bb2cb6de

Observation 95a458d9-f380-4c70-8db9-44998694b987 · outbound

This paper cites 2025 , eprint=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles 2025 , eprint=

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.631403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.505187Z digest=sha256:b53f63fd321e9a77cfa2346e5cd6811804f775707800907634a36c5c05916739

Observation 96159599-af9e-4b36-88b6-34d8ad3f2012 · outbound

This paper cites VGRP-Bench: Visual Grid Reasoning Puzzle Benchmark for Large Vision-Language Models.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles VGRP-Bench: Visual Grid Reasoning Puzzle Benchmark for Large Vision-Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.511122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.511122Z digest=sha256:f6611458732cd57bf6bc961d93f88858b08960361f8ec50f26a57a0a4d866445

Observation 21e37edb-ff60-4266-bb80-6456b861a48d · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.603373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.517375Z digest=sha256:4409391128a96bf044db425d2e3539a455f63d45fab0108481ef206b9c9e24c1

Observation 5691de46-d192-4214-b15a-86edee63787b · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.584060Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.523015Z digest=sha256:08b620eba7047f690c988f692e20e55eebcfd7010283730067556ceb630d0eff

Observation 6580ba53-1e99-4f2b-b007-72bb84029521 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.562505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.528199Z digest=sha256:bfe03d2a126183a4080b20c2873918c219abcd1696864fb01f91408fbec79ad3

Observation 04c7cb65-1024-4817-9b27-66c118cdaab7 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.541254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.534258Z digest=sha256:f302d25b80b984bc6ad85e3f4aef3e29a8aec77b96317b317ef81df7d741f0cf

Observation 0e3fc074-833a-4baa-b890-18b7d4698581 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.515922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.539541Z digest=sha256:4ffce6d312fa2fcd1933fc8b773f1e036f53ca3218d8485bfa6b5c0291b92d53

Observation 730e02eb-2b92-465c-8427-ee13c0be49a3 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.494375Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.544777Z digest=sha256:c09229a71a26d72f90aed15e282d52bd17992d34323d4df882f5297226a56ac6

Observation 36e461e7-08d6-46b7-a18c-a27aa7cda979 · outbound

This paper cites 2024 , note=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles 2024 , note=

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.472411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.550139Z digest=sha256:39d34496a7e7a84577cf9edcc9ee865b6f64f03e8d1b1a064b731585a4c0ee86

Observation 9d80fa7f-b170-483d-99a9-255ef372cbb9 · outbound

This paper cites Prentice-Hall , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Prentice-Hall , year=

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.454298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.555291Z digest=sha256:be681d9184ff3bd595a3ad7fc5b8c87dec1ccd5aeb2355426330c8a2a34639b8

Observation d86ea0e3-9a7c-4bd9-99f2-3fce6915352a · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.560095Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.560095Z digest=sha256:42fc7801f2b2476316e8d84ea8bec8eb68e7242caa9b38d3e65793982e322c3c

Observation 7eb12c49-494f-486c-a77d-74d444961fa0 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Gemma 2: Improving Open Language Models at a Practical Size

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.564935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.564935Z digest=sha256:25eaa0cba355a2abd135632c33659795f2fb8fd6fe77dce479303bc30a40db6e

Observation 32af3109-d592-48b4-b19d-7714a5bf2f58 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.570163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.570163Z digest=sha256:5066a3e8a418d4e8f3e5536e1d9b33a231f68a3d88d440d751d6cef4db68a3ac

Observation 3bd75efb-6fd0-4b38-bceb-72069c8662f4 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.575238Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.575238Z digest=sha256:b2d0d26a6923d5b62c1a8526b9a6a77154f96e66355d95138a639f5ec2919cc8

Observation 209120e4-0c51-4e32-8690-173d2738a9ef · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.390638Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.580073Z digest=sha256:30aa1a45915efd495cc20d1414c87f3710b0887f7fb130319cec59f427ab88e6

Observation 03c7b419-bb96-473a-b287-800a909b407c · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.371728Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.584894Z digest=sha256:07825316917486f4369aa99a9e6961af7057cea413507a07550d9ad081f7b56e

Observation a640eff8-c928-417e-8ae0-e9da0da569cc · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.589730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.589730Z digest=sha256:da1667695b94ee6b4426f180a70d746be6d5376c9ad94f020ab80d920f348bcd

Observation 9a0d17a0-8f13-4ed1-beb6-e1e79864aab8 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.594524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.594524Z digest=sha256:21368d78d77f3e03bab4f916422efacf60dc0af49b3aaad7742d575960e084de

Observation 04769ada-9b98-4a36-a905-e9154f97d71e · outbound

This paper cites CVPR , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles CVPR , year=

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.329762Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.599597Z digest=sha256:874f494be96110cd2809140d232d26fb65f90fa16bc08d913e19caf3511547ab

Observation d42197c2-8250-465e-9567-c084ff9505ce · outbound

This paper cites CVPR , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles CVPR , year=

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.312184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.605102Z digest=sha256:a3aba75bfb92ce215e4fdbed43d51723370ed8422f67b91366b26cd5e055f059

Observation a4c71114-16b0-4318-bc20-de90c8231250 · outbound

This paper cites ECCV , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles ECCV , year=

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.294384Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.609876Z digest=sha256:f90172c9f4ceb0647c20b75687f102a092d75beac5af194542d62cc524c4b023

Observation 2abf5209-2642-4b72-a39b-875984cedcd7 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.277230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.614885Z digest=sha256:ea28ae1807c9303b99cdbece7b2526794247f21f19705665a233295cbcac04fc

Observation d2975701-3e98-4faa-8a73-bcd30e271cba · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.619776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.619776Z digest=sha256:62159e2a61b5d04566227bd4e79a457c69e0fbcfcd796d10977b59d40be2ae85

Observation 1828dd2c-dde0-4363-b292-e847f4bd652e · outbound

This paper cites ICLR , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles ICLR , year=

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.624544Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.624544Z digest=sha256:35551da2328c6e5c11391131708a7929a8a263c134379ab1715d42be908ee63a

Observation 5b5cdc07-89c3-423d-92a2-574bbe539327 · outbound

This paper cites ICML , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles ICML , year=

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.629105Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.629105Z digest=sha256:f3c58991d211cebd53b4337735b64d6e3e7115e4fc1d598c8d351501fcdac6c7

Observation 7514343c-9a3f-41be-b7b7-3a388f71319b · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-05T04:25:22.218409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.633876Z digest=sha256:092b646f3f9645403cbbc6363e426c5dbd5306610d5688842507acba14cd588e

Observation 507c9b25-dec3-4db8-ad89-4d185a84dfd4 · outbound

This paper cites VALSE : A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles VALSE : A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.200229Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.638758Z digest=sha256:5f5f943cb7e939cb9f5bd3ce4917d3f6ec61f1f300185eeef758a4f44d937bab

Observation b6e93ef1-ed14-486a-b85c-7a6659bf9ca8 · outbound

This paper cites European Conference on Computer Vision (ECCV) , pages=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles European Conference on Computer Vision (ECCV) , pages=

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.183284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.643677Z digest=sha256:754c240e06ef23e8e96c941500a5198bacab721ce87852f0f369b2ea209906c4

Observation 90c868ec-df57-4029-8d42-5ac57c91f023 · outbound

This paper cites IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages=

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.161453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.649452Z digest=sha256:d70be97eddf17d457a125a57b3693877bf8ed48508afff06f44d54280b3c0841

Observation 52b5cf29-8547-436f-a574-0f793dae2168 · outbound

This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.140686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.655581Z digest=sha256:0cc9c0ada7d2d1224a16c15d2607185fce194c9a7225d8a8ae609f0eff25cdd6

Observation e5d5f95b-dfe7-46c4-a5f3-da867edae4f8 · outbound

This paper cites IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages=

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.121367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.661956Z digest=sha256:4a366b61dacf28a47f3c541cb25e7a302d8269bfd1e23e8f1f68b6e090f85a29

Observation e4095eeb-40ac-4efa-aac1-0dc48694bf16 · outbound

This paper cites Transactions on Machine Learning Research , year=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Transactions on Machine Learning Research , year=

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.102189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.666659Z digest=sha256:1e7806c30f399256e14e696a00394fbd81f676a25db4c3b31f59ed989f0f15f1

Observation 392a4841-234c-4816-843b-f9651927dbc4 · outbound

This paper cites and Taati, Babak and Grzeszczuk, Radek , journal=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles and Taati, Babak and Grzeszczuk, Radek , journal=

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.085619Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.672051Z digest=sha256:f3f5c807ee11677d6484311902c57a5270115625da456b2b17cec6aa78e9b04d

Observation bce5bfcb-863c-4d54-95ce-d39cc605cf32 · outbound

This paper cites Spatial-.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Spatial-

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.068462Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.677184Z digest=sha256:e03025afebf59b2c1247907c8369946a9d1ebbdb1bf1b91bb564f9e7557e45ca

Observation 3311dcc3-240c-44bd-a159-3c1b0bf66d4a · outbound

This paper cites AAAI , author=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles AAAI , author=

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:22.049929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.681885Z digest=sha256:f479a79b67916518d12aedc4f3916de4c3fec4ca09dd1c8cf46aacf7a776adb7

Observation e09b881a-402c-4221-ae32-41f0d847a40f · outbound

This paper cites AAAI , author=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles AAAI , author=

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.686736Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.686736Z digest=sha256:209b2f7e89de1b23a7a9b40edffec694975211ff4b7a04f776a9c1d96e00aca8

Observation 92ac3445-e0a3-4b15-aa1b-7a7c4cad800f · outbound

This paper cites 2023 , isbn =.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles 2023 , isbn =

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.691645Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.691645Z digest=sha256:5be9f304c288220c9d1fa5ac103c37f1e347e8bf26019216a6d3318c7dc6d9d0

Observation 1c8101d2-9c92-40b0-a982-25133dfab3eb · outbound

This paper cites CVPR , month =.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles CVPR , month =

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.696785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.696785Z digest=sha256:1853187c2ddde5ad86dc1eeb86d1db4b0ebca0c07aa7ca15b9df6f28a7b8faf1

Observation 8fca2a69-cab1-46c0-881b-e291c0507c85 · outbound

This paper cites ICCV , month =.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles ICCV , month =

Reference 51

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.701516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.701516Z digest=sha256:6937a2ea6a99714deab9d42c4d3220002a48643e619ea1a550fb65fa5af3721f

Observation 59fdd021-528b-42fe-ab5b-bad9b7f9af55 · outbound

This paper cites Treble Counterfactual VLM s: A Causal Approach to Hallucination.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Treble Counterfactual VLM s: A Causal Approach to Hallucination

Reference 52

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.707853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.707853Z digest=sha256:152f1ed005256a4d78cfbd5197b58d58acc1d58d500ac1a73143e2b783b1adef

Observation 013bbd09-29ca-4034-ad7d-4d39a1e70232 · outbound

This paper cites an unresolved cited work.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles Unresolved cited work

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.713441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.713441Z digest=sha256:940971d5d22b7eb1509ef67b9de5e1407b6835d0f49bc70d4de9507a5ea60960

Observation 9d35fd02-eca5-4722-a085-49732578d40c · outbound

This paper cites 2026 , eprint=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles 2026 , eprint=

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-05T04:25:21.718305Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-05T04:25:21.718305Z digest=sha256:203a87860fc0c2c0ee2a4e7c263eb07a11f2e3681e6b38bb3dbad563e720b14d

Observation 1c877641-cf85-409d-9528-c0636ea2a751 · outbound

This paper cites 2026 , eprint=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles 2026 , eprint=

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:21.974748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.723214Z digest=sha256:935a8c00543543c98aa605806e88ff13882108ae209fff5b801742acefc38c31

Observation a53813d8-518b-4795-9bb8-574bef9398cc · outbound

This paper cites 2026 , eprint=.

JigShape: Evaluating Visual-Geometric Reasoning in VLMs through Jigsaw Puzzles 2026 , eprint=

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T04:25:21.956587Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.728234Z digest=sha256:8385317b34a21e4cce513c56a0d3687c9609bb205760ea740b902658865ce657

Pith citing papers

No inbound Pith citation observations are available.