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Paper Citation Record · LEDGER

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

As of 9 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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.424381Z digest=sha256:f7e71874b98316cec66826371543c8f3b1802985838d9dc2e9647ba8323881d1

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.435392Z digest=sha256:be8dfb59a8998f5bba5464d2a7ec0e9ff2623cc4d636d0e271e40c1d7521625f

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.441397Z digest=sha256:ab9e519d162635116294b91590719faeee15d6fa85f4d91da38a577a4f60e0de

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.446867Z digest=sha256:2d806a7ea66b213b56b710388b1869dc90ce2dd8746045ac02ef0ba7d6d80ec2

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.452124Z digest=sha256:ffa285b9ac7c48bd37d79a95321a53d4a1240acbea58fd878e3f41eefd392f42

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=sha256:2ff528bbfaa43e629ef4467433eb3de8aa09776237be77060804df07b13500de

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.466738Z digest=sha256:43e5398e1ed7f28bbaf693ef0e0c68ee622d8d21c13340f1f6465a5657ad8914

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=sha256:293060545da9614c36caeac51d8fda9eeb8fc7774b82303625463c6dd3c86263

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.481136Z digest=sha256:7d17ce6245bcb9e57c554e56ba5b826c83e39cf0153f638c48e5c3ab136da302

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.486876Z digest=sha256:fa8b94031e4942f519119b5637428641b3c1e42bde16a38802a393297d5ec656

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:e18cab37fbbbb5e515b09a53036859a54cacb3e868ba6ee0ff89eb0dce333cec

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.497747Z digest=sha256:c3fc1582b9e86b7e73002fbad280c36c416526ce541abfad8fa41b5e2b1f6ae5

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.505187Z digest=sha256:0af5f08864287487835ee1e4e0c0effdf70722a4fdd10e003384a121f6698e63

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=sha256:87df6f8d813e5e57880f87036a7e1cc7dd41757d0821e40d667ac035fa970de9

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.517375Z digest=sha256:eb44db6b05bbb0c661989b4b1f004783b00f9a5deb9ad8590bc90639dd5b7971

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.523015Z digest=sha256:1a70698165b66d0a4c4ca8862ca968b25f42c8bb4e739d8532e028b5ca7e9003

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.528199Z digest=sha256:3131982136d446b02c39f151164db1ea07e75c9928dcc965f206086264772ed4

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.534258Z digest=sha256:9a56b24defce146ee4006baa1bf92562c1d98c136135d13d0a14db33d5822983

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.539541Z digest=sha256:76a244542f4a620b639ba2208dd5c226b26a5d92ac6b4926e07263d0e13935ed

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.544777Z digest=sha256:f44af4e6fc7bd2d60cb1eb5649a28b8c4814a8382ae254723b585aa9923332b0

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.550139Z digest=sha256:ea9131a13b7148e12d74705cf65d2511c429342dff221839d24083957a5286c3

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.555291Z digest=sha256:a046555a4ec3ba5f801e2ebe3ce5bd1b1b0f88a17ac7a7d1e5543440feb3eb29

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:cac2e6c5041c8e4f12b44926ab61525acccd3360de61cfc4381f92a712605cc2

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=sha256:7b739e3362252c9ac193e2e18674cc023469bfd445a106459b2e9bbd3ab90b96

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:d6b03a92d31a5a4afd7835ebef7a99dbdc9e19945a2210722e5e3a6bb27d4b05

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:b58555ac82a101f6e64828f3b17faed5c86b3f3482cce0fcdde3509aab3607bc

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.580073Z digest=sha256:84520d51700f08ddb686c44feb715cfa9ad3b7bcfdc6759244eb1b64dcd2cd90

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.584894Z digest=sha256:a56fbd13d11f0259d9a21e409709bed52bcac1770c8378da7374861ecd085ad1

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=sha256:404b55e6be170856ea45fa308d58856c5af05cd6f5f581028582c6ccb73d9d41

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:d3fa7f985b407df79eea0537e465db9b39dba8e9842cf7425c5c0115d92b4ebb

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.599597Z digest=sha256:4bbe0bf551cc8355829484819f731928e7358af60b6294db14a9c4306dcf20d3

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.605102Z digest=sha256:a996c65ea886f4d6a04e721ef474b344f39c409a6372c25661b15bf67644ef5d

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.609876Z digest=sha256:4bac171f01e1c1f1e1990e5771297db62efbe2f1c6a6154fe49cd1f3c543ae2f

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.614885Z digest=sha256:fa2bbbe316d16d04834b2afb6ee449451a6b2914f878f63a4ab344d10c4c2946

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=sha256:07704c87fae0c91aecec04fa1d8997786565aa400e7f0a567e35902411180c6e

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:a46a2901ca1e494c256da6743973962e37d00ccfd39eef19ea9667c56888a4a2

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=sha256:68de3d39f550e775c3dd7f6173d149ebc1e549ef4abb6a97f97c8c91814c6c16

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.633876Z digest=sha256:182f7597cd2234854c569e448a00111389b3ae245cf0a937d7ba1177a20aa861

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.638758Z digest=sha256:ef5644b038441902257c1b94cc8bde7a28274abeda094047d0783155e4392655

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.643677Z digest=sha256:f42096dae4a09398c11391dec34d2f2324759fac49af0daa8fb12e0e3a9b366c

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.649452Z digest=sha256:1a2f79494d4024de659c11f7cb7f490cbafab80da71921c2f9ec714f2d4b60f6

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.655581Z digest=sha256:be6898795c9ddd5018651e2c61776c1abf57baa4fd7c6bcea28c360e89ffe7bf

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.661956Z digest=sha256:441c8e0000c0d1bd43af9e3c802fcaa56c378ce19ce15be31342dadb794a24e1

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.666659Z digest=sha256:1c65323ecd4e4fba50199576032b4c2d86c036d047e707c74bf67372bec2beb4

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.672051Z digest=sha256:8db9307fd92f2e3d10e5075e084ae0c3f70a964068b04de7cdfa283d06132209

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.677184Z digest=sha256:da7a5c4fdc0915ea0c47df02e22a390f6f64dc4bb3cab3df635664066db2cf89

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.681885Z digest=sha256:8e674353f6209cde4afb5deb5985b40fc8a19e0efeb3791485641c38b683fd1b

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=sha256:4514af4a19e809b1b48b6c1001cb0f1bad9506d11add75a73a50df3635e619d9

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=sha256:97679d1ee4c616a69d2f6cc11ded7ddf28cd429ebb6931cc9fabcdc20338890a

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=sha256:5c72340e3e8f84b566ce14fbeacb0cfc96837da930fb1011323b434ee41c621e

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=sha256:4e4ce03041a6ae3e0a406ddd2d2a02ff2c916c732b537e3e5e2fa9c6fe55453c

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:d30e0a109b8dd9a113b6ccf968762b22b348dd8e260d69663e51867cd8e6fcbf

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=sha256:0ebeceac318d06500baaee5260863c75604765ad7d0684189f6bbd29958c913a

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=sha256:6b2ed0eb4d7ba2840e4abb7393792bf7e624fa220f56cac6811a108e32f7b8b6

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.723214Z digest=sha256:eb49f966a86571bff31b4bd5441982b48b78efa2c3a2faa95198a92ce3825561

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 2026-08-09T06:31:02.800959+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.728234Z digest=sha256:bffcadedf5cac17c74155502c17d757116a70ddcb4efed21da01f0058eb10ef9

Pith citing papers

No inbound Pith citation observations are available.