Pith. sign in

Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.424381Z digest=sha256:34bb1676a4c5d3170259b466f428a3ef454c49417e16198ee5632de31eb1a046

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.435392Z digest=sha256:5c9784d5f64db0b1ebef0c041b3a255ad09671a94b2b748f7b5d35664f5ec4a7

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.441397Z digest=sha256:1d7c9c5a64b9bb9e378e4ad4ddc77a7ddcaf99efaf21752b3afb2c7f6ad5e3e7

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.446867Z digest=sha256:295ebb3289b08a8c222fe3decef98eaefa8e2cdb0e586926f397920f6c017a4d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.452124Z digest=sha256:921f0ce784972d288fb2bc12f5a07ce2dd378c373f71793f1f78c95fe9e35443

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=sha256:5e4f1834c2956395ffd29a26e53665744621602105c5e25f2e0ea1e3e3fa90ea

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.466738Z digest=sha256:4302d0084f778d47bafe86fcbce98d0e5fb5fc0408232664f91068e666ea2f50

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:fbf5e0d3decf163f56019e06b1d8175e8e4749c89fd74a68bc2e69853882389b

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.481136Z digest=sha256:e1b392cc2b1786a9036fbd2e6914b388fac6ca1b5fa71e9df92227071c5e3d47

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.486876Z digest=sha256:7a344a1220c8d2a7abd0084cc5be33da8fd63a63154109c95999988830759262

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:fd85390b4dbe605a4106785f174f19332ca480a9ba2dbffd5a7a822027523734

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.497747Z digest=sha256:a3c463ba9e25f6334fbe3780b6a3d085db021051a5b656b2b5418e60ebf2ccb4

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.505187Z digest=sha256:252c87b15f87c64fcb4e819d4afe9b5fca4b80eff35a18721e9521e5c609e4c3

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:ecba437f36837f747fb7ed2f4218425bf1443d45a2171506fd11e897c21fd23d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.517375Z digest=sha256:373f7b5a1876e23cd2b2722c17e87ae1dcda154877589d8a806b6008dd434ff3

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.523015Z digest=sha256:408dc961a4892fec5d3d848480a2bca92f367f2da621b41145ab7a257d371a88

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.528199Z digest=sha256:c47bbe57e61cdcba712920940fbd819595ce7b9799b180ea2bff412edf0a382e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.534258Z digest=sha256:e3ffa626f9ad19a86594e53fdfaca080a37c9fa00341d2a6cadd4a73ba638f39

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.539541Z digest=sha256:ce2845f81ff1cd662d0d53e9e3428e28425e525d2024219c589b5413479a975f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.544777Z digest=sha256:439f7c22b1fe5d979cd58862bf5426fabdce14ad1e4a55d3b9f0eadcf4b6e60d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.550139Z digest=sha256:bd525666fe86927c5c139a184b590629b4b7dc935430a01337eb07f98d4aaa36

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.555291Z digest=sha256:fc0705c3a701358071b00722f3b7dc33e57b043a9d5bedbb0f886436566ebc66

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:ed3b8917597f983ef776a1927d7133f70aa13f586b9619b5c145d695473fd7f9

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:cb39ea5538b6079b79234ca5ec79b38c9fd2bc41e5397cef6956c7b3fd6d9df3

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=sha256:45e67dfdd9f55143dd7f640914d128c885dc1252772ed3f22b364984e4a70b57

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=sha256:9960cd49bcc6da0670a8450c773cb3cdc15a98c1c2193c13cbcd477e4a3ecf3d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.580073Z digest=sha256:0c23ba70e7e119040e7f0f4c64a5076a7c7b87662897a5e545a2a8f7622c7237

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.584894Z digest=sha256:808f87767d2bbc79fbc5a216ce13214be58e1ae2c4b74d26869187bc0667a5d7

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:ce348fae00900ae5fb24aebdd937f8c694004328da388ba201d281322d5a25f4

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=sha256:8881b80a7e9018dda4856c4980569586396fa1fa74f673585082881f2368a67f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.599597Z digest=sha256:beb60f1d88bf1def423e8c5527f9f5711e4c16c6e10ab1198dadcd2c5eca583f

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.605102Z digest=sha256:2e99bd8132c13030b85ebf3bcc0be30ac70fbd3e49998bfc7c165e43a592fe74

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.609876Z digest=sha256:fed86d5ed9244069390834c644c2e1f44ad26f4ab44159f050d9640be9e963ab

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.614885Z digest=sha256:4557a56dff35694bd26fbc2a6675d49a5dc925ecd4199f9e5fb4aaf49a721999

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:aa96124d6fcaf029bc7015ecc389338816b7a90df7aa7e589a8698b19ac613de

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:d4dc4690429cd47ef42a12d95680b2d68c66a6b05ceec22e3ddbbcbe5256af75

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=sha256:0cbf21b720a46d938e94cc2b3f7d122e980354452014988b7f98b2277c0a3355

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.633876Z digest=sha256:c16b1387035082f625d161f717be68ae27d96591610ea20d68a9ff43e7c59092

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.638758Z digest=sha256:0d5bbc4857780fb22897c0213b4d3cd126e04e44d3ecdc193cfb641720d10182

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.643677Z digest=sha256:80bf09f2dfc16dbf495f71820a9ba8d5bd3463dda464a33aca56bd203b298871

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.649452Z digest=sha256:42fdbb74c894dc91e2dae34b1dc47c7d16460906c38a379f212975e8f1caf401

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.655581Z digest=sha256:eab7429861013e178cd2b2da826422a1b87e8fb39bc2917f50dc73148d87b4d5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.661956Z digest=sha256:848b26c6e213972c7c179b25bd1418b091e0cd51be02a2cf37d830cb1295db2e

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.666659Z digest=sha256:a65aca67fb39c40f4af903c512d9cae51449cbdb7905d1e6a92221f2e0c288d5

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.672051Z digest=sha256:4f10c36489e8e820647255a9e76baa195d8d1c3e55543d2fb5e22e3010aa5ca7

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.677184Z digest=sha256:14c62eab6fd1cdcba1abd134c20c7dd16200c424eb7d418d567e49071f07e2bf

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.681885Z digest=sha256:39165f4beba7875a0deb42f9c28e93db51121befba8bc987202aba1b97f845d3

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:c7eadb097eedf39b1754cbd76b8306e58a36a52204f91c8c25a0381c221cc4f1

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:b53167d36827087bae06883d7c512226fa0596e15b0ccc1da2bca08c0a50361d

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=sha256:5b49cd91b42c3a6d3a0ae6ad060a78dee9d810915e92cc09820fbcedf9913abe

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=sha256:2506f24164c23acafe90828d2f947fafb970eb95bd1fd8931a5cfbb6b356b17f

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=sha256:86df6ee9d3d3461eb6eb1c0e014d4d641c340e6a81b0f5fe989d3f39256187cd

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:f39e5aab34c36e619d36304d23831d4b5c5f4f452c9d3a3bf95458b3ce8f45ea

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:be278cdb8d13a0293e71e0d30f782ff0d0315dcaa88688beb15e615e8ecc7ad4

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.723214Z digest=sha256:a0b77c8ccc3387dbcb8af602deb0d55f51ca8786889d72edcedcdf44d6d4b69d

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 2026-08-10T06:31:04.303077+00:00.

source=arxiv_source observed=2026-08-05T04:25:21.728234Z digest=sha256:f7e27c9a10dcd295dfcfc80b4d59408487305117062ef6fe6f465052fa0083b2

Pith citing papers

No inbound Pith citation observations are available.