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Paper Citation Record · LEDGER

VisionTrap: Unanswerable Questions On Visual Data

As of 10 August 2026, this Paper Citation Record lists 59 of 59 outbound references and 0 inbound Pith citation observations for arXiv:2507.17262.

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

pith.paper-citation-record.v1
2507.17262 v1

Coverage vector

measured 59 of 59 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:57:08.425830Z

measured 59 of 59 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

59 of 59 outbound references displayed

  • verified exact1
  • verified fuzzy41
  • unresolved15
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation bf64dc2e-0f47-4e3c-b86d-0647e226c640 · outbound

This paper cites Reassessing evaluation practices in visual ques- tion answering: A case study on out-of-distribution general- ization.

VisionTrap: Unanswerable Questions On Visual Data Reassessing evaluation practices in visual ques- tion answering: A case study on out-of-distribution general- ization

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.629707Z

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=pdf_text observed=2026-08-06T14:57:08.123895Z digest=sha256:8594107d9889c2d4af817630a375cf188498bc9347e8c94be92667b7ed61fbd7

Observation 4a4bc190-75cc-4767-ae55-c19ac47f6cb3 · outbound

This paper cites Vqa: Visual question answering.

VisionTrap: Unanswerable Questions On Visual Data Vqa: Visual question answering

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.611829Z

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=pdf_text observed=2026-08-06T14:57:08.130306Z digest=sha256:b274df95dd373af7c3dcfed139adb0ff9371c5c19898c91abdbdb59bf3d568e3

Observation 07d8b175-a897-4476-8e75-abc1db8affe2 · outbound

This paper cites Ffhq-uv: Normalized facial uv-texture dataset for 3d face reconstruction.

VisionTrap: Unanswerable Questions On Visual Data Ffhq-uv: Normalized facial uv-texture dataset for 3d face reconstruction

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.593841Z

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=pdf_text observed=2026-08-06T14:57:08.136261Z digest=sha256:9fe144c01896d4210dae83b84460e8a85e7c1c825afe73538ca4e04e85c5f3b1

Observation f3a63407-2533-4c19-9f7a-c40092131166 · outbound

This paper cites Paligemma: A versatile 3b vlm for trans- fer, 2024.

VisionTrap: Unanswerable Questions On Visual Data Paligemma: A versatile 3b vlm for trans- fer, 2024

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.576633Z

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=pdf_text observed=2026-08-06T14:57:08.141565Z digest=sha256:ff605a79187c2000d6c43626f484a8caf14e65689294488e56a20f730c6fe4f6

Observation 876e38e3-c78a-4bd9-a88e-6c90b3b54d7e · outbound

This paper cites ImagiNet: A Multi-Content Benchmark for Synthetic Image Detection.

VisionTrap: Unanswerable Questions On Visual Data ImagiNet: A Multi-Content Benchmark for Synthetic Image Detection

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.146902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.146902Z digest=sha256:6a9f2f962233cb3529227970c1345176d96ec508635d99a59aaffa8ed0a0faac

Observation 35e84ed9-77b5-4ac7-ad78-e71617cf2d9a · outbound

This paper cites Large scale gan training for high fidelity natural image synthesis,.

VisionTrap: Unanswerable Questions On Visual Data Large scale gan training for high fidelity natural image synthesis,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.560056Z

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=pdf_text observed=2026-08-06T14:57:08.152526Z digest=sha256:cff1c02f78bc267f26dde5c2f86b646e29a9f649dae11a78d33b622f56f1c734

Observation 0b8bfb14-0023-4bfc-9d4a-7e97a03f99e5 · outbound

This paper cites Gemini 1.5 and flash 2.5 models, 2024.

VisionTrap: Unanswerable Questions On Visual Data Gemini 1.5 and flash 2.5 models, 2024

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.543566Z

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=pdf_text observed=2026-08-06T14:57:08.157907Z digest=sha256:40d79f745745c9c5c8fd6fc8c23c628866762dc1e72f849dfa0c219dc48dd8a1

Observation e9965148-61e7-484a-967b-28d57003bbe8 · outbound

This paper cites Imagenet: A large-scale hierarchical image database.

VisionTrap: Unanswerable Questions On Visual Data Imagenet: A large-scale hierarchical image database

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.163684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.163684Z digest=sha256:47f933cce9eec5230f7ad8a92f3c18e73c3f8be3fd0eb83d47835c19c87f7ef3

Observation 3c16fb09-dbcc-4139-91fc-192e8f8dda43 · outbound

This paper cites Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio.

VisionTrap: Unanswerable Questions On Visual Data Goodfellow, Jean Pouget-Abadie, Mehdi Mirza, Bing Xu, David Warde-Farley, Sherjil Ozair, Aaron Courville, and Yoshua Bengio

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.169655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.169655Z digest=sha256:f0b10d03452efc37973c52462526f428fa1067a1fff89b536238b3b98575b11e

Observation 6f9d6fe5-b13c-4fd6-84f0-e5ba558932e8 · outbound

This paper cites Making the v in vqa matter: Elevating the role of image understanding in visual question answer- ing.

VisionTrap: Unanswerable Questions On Visual Data Making the v in vqa matter: Elevating the role of image understanding in visual question answer- ing

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.174638Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.174638Z digest=sha256:1fcd0c43e85be9a0a7212a411b3fa30777e1b904d327f068197a079f5ac23612

Observation ad24c93d-9666-4513-be81-c8492bd03fb2 · outbound

This paper cites UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models.

VisionTrap: Unanswerable Questions On Visual Data UNK-VQA: A Dataset and a Probe into the Abstention Ability of Multi-modal Large Models

Reference 11

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T14:57:08.769582Z

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=pdf_text observed=2026-08-06T14:57:08.179738Z digest=sha256:c8416685c9e5ca78101346ce752d8533f1dece59e81ca57c269d7eaca930650b

Observation 54a7be8c-6e56-4b30-838e-834d08ec710d · outbound

This paper cites Survey of Visual Question Answering: Datasets and Techniques.

VisionTrap: Unanswerable Questions On Visual Data Survey of Visual Question Answering: Datasets and Techniques

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.185998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.185998Z digest=sha256:c54d0e8bc523e2b33059c4e48ebd68ec33d955c499c48c5154e326ec018c18a3

Observation 3f99cd21-cea2-4501-951d-e7cbbae31ae0 · outbound

This paper cites Stangl, Anhong Guo, Chi Lin, Kristen Grauman, Jiebo Luo, and Jeffrey P.

VisionTrap: Unanswerable Questions On Visual Data Stangl, Anhong Guo, Chi Lin, Kristen Grauman, Jiebo Luo, and Jeffrey P

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.493976Z

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=pdf_text observed=2026-08-06T14:57:08.191501Z digest=sha256:b659a6c6dd26cc227848ac46466be79e4f89477e7c1040762fc659889d1fe075

Observation 2b307585-1e37-48b2-abed-cbfdd98c566e · outbound

This paper cites Hudson and Christopher D.

VisionTrap: Unanswerable Questions On Visual Data Hudson and Christopher D

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.477593Z

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=pdf_text observed=2026-08-06T14:57:08.196884Z digest=sha256:8dc9923f0f987740753626882f598679a63d50a7bb3c7723108cc44a5c259c29

Observation fe2a46f9-87d4-41c6-b23a-a04bee168438 · outbound

This paper cites Lawrence Zitnick, and Ross Girshick.

VisionTrap: Unanswerable Questions On Visual Data Lawrence Zitnick, and Ross Girshick

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.460860Z

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=pdf_text observed=2026-08-06T14:57:08.202119Z digest=sha256:7117fc8f959abfd411c3f73b7cf521fe1ebaf7cab2864071988b210e590d06f2

Observation 80f648b8-f21c-4d99-98d8-e5fb89bfc261 · outbound

This paper cites An analysis of visual question answering algorithms.

VisionTrap: Unanswerable Questions On Visual Data An analysis of visual question answering algorithms

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.444009Z

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=pdf_text observed=2026-08-06T14:57:08.207227Z digest=sha256:479683f5c25dbb3e8c8ab422f2a20b46c8d4b303e5e7cb103417fe2389981eee

Observation 45bd5c02-6920-4b39-ad89-0ca8e81996a8 · outbound

This paper cites A style-based generator architecture for generative adversarial networks,.

VisionTrap: Unanswerable Questions On Visual Data A style-based generator architecture for generative adversarial networks,

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.213081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.213081Z digest=sha256:8e131216b2cd7ee05ec7e25cf69946fdffb17388263c232702b71eafb7ddf323

Observation a76a119d-87f0-4f42-ab36-57037c690364 · outbound

This paper cites Auto-encoding varia- tional bayes, 2022.

VisionTrap: Unanswerable Questions On Visual Data Auto-encoding varia- tional bayes, 2022

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.218393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.218393Z digest=sha256:a551a7c3fe5ddc13feb271d1006bbcacdf16719409fdca81fd4fe45f09f3145d

Observation f446bb0d-dacd-4d2d-aba4-8577ac223e61 · outbound

This paper cites Camera-to-robot pose estimation from a single image.

VisionTrap: Unanswerable Questions On Visual Data Camera-to-robot pose estimation from a single image

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.406462Z

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=pdf_text observed=2026-08-06T14:57:08.223348Z digest=sha256:4631738dadd602d5d4a2919acd8a91059a8e1bd4d8654024e0906f158b127ff5

Observation 534550b7-9fc9-4087-8a19-d942e0bbe2b6 · outbound

This paper cites Visual instruction tuning, 2023.

VisionTrap: Unanswerable Questions On Visual Data Visual instruction tuning, 2023

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.228297Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.228297Z digest=sha256:06eb91bd1164e3476d06dc87cbfc7df529b7360fa2d012bcc32ecc9f1b9c5a33

Observation 5aa7c029-4be7-4f30-81db-8b7951dcb419 · outbound

This paper cites Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models.

VisionTrap: Unanswerable Questions On Visual Data Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.233389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.233389Z digest=sha256:d693cac3d5c90bdb282488605aae2c5f643eadfb4062d0044c3a8566ba25a2f7

Observation 654ca001-ddf3-4308-a334-98d620906b2d · outbound

This paper cites Ok-vqa: A visual question answering benchmark requiring external knowledge, 2019.

VisionTrap: Unanswerable Questions On Visual Data Ok-vqa: A visual question answering benchmark requiring external knowledge, 2019

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.378703Z

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=pdf_text observed=2026-08-06T14:57:08.239052Z digest=sha256:161d5c82e6f074df77b12774e9675ffec7ad09bc6c1e1af9560c96382c6580a3

Observation 83e1a6d0-9ab3-4e41-b490-f1e461a9b495 · outbound

This paper cites Gandiffface: Controllable generation of synthetic datasets for face recognition with realistic varia- tions.

VisionTrap: Unanswerable Questions On Visual Data Gandiffface: Controllable generation of synthetic datasets for face recognition with realistic varia- tions

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.362546Z

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=pdf_text observed=2026-08-06T14:57:08.243946Z digest=sha256:b72f56a6f92c309a2589f08158bd6456dbd507e26d75106a641c82212f1e2b97

Observation eee3fb3d-7864-4624-af71-3776fbe04017 · outbound

This paper cites Microsoft copilot designer.

VisionTrap: Unanswerable Questions On Visual Data Microsoft copilot designer

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.345579Z

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=pdf_text observed=2026-08-06T14:57:08.248841Z digest=sha256:69d3c9eb93fd85c31d5ee1e0c3197bc5f647c3526bbc31dfd6e0f8779c1bc9e5

Observation d50d310e-60e6-447b-b35d-755ceb979096 · outbound

This paper cites Chatgpt (mar 14 version) [large language model],.

VisionTrap: Unanswerable Questions On Visual Data Chatgpt (mar 14 version) [large language model],

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.309435Z

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=pdf_text observed=2026-08-06T14:57:08.258434Z digest=sha256:148d6d5b486a4a250515a1741ac6d03390625fcc5c4ae8c44f095956ea6592fb

Observation 901b02bb-279e-4548-9e60-15c33acc289d · outbound

This paper cites Chatgpt with image capabilities.

VisionTrap: Unanswerable Questions On Visual Data Chatgpt with image capabilities

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.292141Z

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=pdf_text observed=2026-08-06T14:57:08.263770Z digest=sha256:350007e5eaac5ceaf101bcec292731a2d93cf8134d90d363ea39391afac12c09

Observation 5b2c6e1a-bcf4-407d-9755-2c4c215c06cc · outbound

This paper cites Interpretable visual question answer- ing via reasoning supervision.

VisionTrap: Unanswerable Questions On Visual Data Interpretable visual question answer- ing via reasoning supervision

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.274977Z

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=pdf_text observed=2026-08-06T14:57:08.268635Z digest=sha256:e83f185f74bae9698d8df9024fc8c89ea79281a098ee3953f9f8b81a0a5fa06e

Observation fb876a82-a2bb-4476-9025-3c06dd35eb49 · outbound

This paper cites Attention sorting combats recency bias in long context language models, 2023.

VisionTrap: Unanswerable Questions On Visual Data Attention sorting combats recency bias in long context language models, 2023

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.257593Z

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=pdf_text observed=2026-08-06T14:57:08.273384Z digest=sha256:099bdf0cbff2baa3aa7718c26755413366938d479849bf6943a2b658c434eebc

Observation a6b7dd1d-ee5f-419f-a028-ae7f536377de · outbound

This paper cites Unrealgt: using unreal engine to generate ground truth datasets.

VisionTrap: Unanswerable Questions On Visual Data Unrealgt: using unreal engine to generate ground truth datasets

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.239874Z

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=pdf_text observed=2026-08-06T14:57:08.278119Z digest=sha256:2522daae96242788dbcb17a6ac7b9b1788419699c582846b52d34ce1f74b99ef

Observation ddca9ba6-5400-4e62-b6b9-57c5d2a537c8 · outbound

This paper cites Zero-shot text-to-image generation.

VisionTrap: Unanswerable Questions On Visual Data Zero-shot text-to-image generation

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.282836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.282836Z digest=sha256:b09fad5d7f643261c1394d8bc28f373f37006e69d948511ba68bc38a53df7bd9

Observation 0da9cb75-df5e-4600-9aee-4e2e0a147a9f · outbound

This paper cites High-resolution image synthesis with latent diffusion models.

VisionTrap: Unanswerable Questions On Visual Data High-resolution image synthesis with latent diffusion models

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.288152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.288152Z digest=sha256:5bd6336a2dc3fa8ba497b5e5d836ac2482bc79771d7fb2c4b6958a06aedcd181

Observation ceebcdff-6d98-4d39-891f-7b0ef3745de3 · outbound

This paper cites Towards vqa models that can read, 2019.

VisionTrap: Unanswerable Questions On Visual Data Towards vqa models that can read, 2019

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.198857Z

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=pdf_text observed=2026-08-06T14:57:08.293703Z digest=sha256:c6849a292d3d97b4b8852b844b4233b17e2799f790afd0e374f2c7f3778dc3b1

Observation 95b87fa4-1d13-4a57-b526-affe2688be6e · outbound

This paper cites Dare: Diverse visual question answering with robustness evaluation, 2024.

VisionTrap: Unanswerable Questions On Visual Data Dare: Diverse visual question answering with robustness evaluation, 2024

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.180698Z

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=pdf_text observed=2026-08-06T14:57:08.298475Z digest=sha256:9ce383e49a72272f13f438de9ee31f47e667c972a3ce0e42840961b287d10026

Observation 4047f972-478e-4ed5-894c-c816aaaf8507 · outbound

This paper cites Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem.

VisionTrap: Unanswerable Questions On Visual Data Benchmarking Hallucination in Large Language Models based on Unanswerable Math Word Problem

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.303386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.303386Z digest=sha256:13aa30e2539617c7e7fd563402b261c74d8522dc1276ec354b9de46db49af8fb

Observation 75864951-d5ea-4ea5-97d8-3d1ceaa902b3 · outbound

This paper cites Clip-up: Clip-based unanswerable problem detection for visual question answer- ing.

VisionTrap: Unanswerable Questions On Visual Data Clip-up: Clip-based unanswerable problem detection for visual question answer- ing

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.308639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.308639Z digest=sha256:6df841fc98961392ec9bc26c47352508575828f01d4cd37486be1bb1611e06f1

Observation cf847dfe-8b0f-4423-8976-02d6589a4e98 · outbound

This paper cites Towards reasoning ability in scene text visual question answering.

VisionTrap: Unanswerable Questions On Visual Data Towards reasoning ability in scene text visual question answering

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.161540Z

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=pdf_text observed=2026-08-06T14:57:08.313412Z digest=sha256:7bc1769cb8edd2393147a1d4e2614d3d8c9c2ef5b79287e08fb3895d9bcb2398

Observation 7d126d80-0c2b-4dfb-a18b-f7b2fddf0bd4 · outbound

This paper cites Characterizing LLM Abstention Behavior in Science QA with Context Perturbations.

VisionTrap: Unanswerable Questions On Visual Data Characterizing LLM Abstention Behavior in Science QA with Context Perturbations

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-06T14:57:08.318306Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:57:08.318306Z digest=sha256:0d8b08ec40eafbb874b7de28bd20405e84fc6de66b3c810d6cef5553643c85db

Observation 070e4b7c-e121-45fe-b452-e4fe5972f541 · outbound

This paper cites Reliable visual question answering: Abstain rather than answer incorrectly.

VisionTrap: Unanswerable Questions On Visual Data Reliable visual question answering: Abstain rather than answer incorrectly

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.144640Z

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=pdf_text observed=2026-08-06T14:57:08.323802Z digest=sha256:a52ec04c77620b000280e5052306ce3da2db9b1acdfa5c61a29b7cbd082581bc

Observation df7eef1c-53e9-454f-9f4b-b033589a39e7 · outbound

This paper cites Visual question answer- ing: A survey of methods and datasets.

VisionTrap: Unanswerable Questions On Visual Data Visual question answer- ing: A survey of methods and datasets

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.126714Z

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=pdf_text observed=2026-08-06T14:57:08.328725Z digest=sha256:dc9dd3896b310ee656d966b6098ed097b959ccc601d87a6bce48c13c22825205

Observation bf54e464-904e-452a-8fee-bd4da702835f · outbound

This paper cites MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering.

VisionTrap: Unanswerable Questions On Visual Data MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering

Reference 40

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:57:08.479473Z

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=pdf_text observed=2026-08-06T14:57:08.333916Z digest=sha256:f722e125379ded85156d1d31fedc6d694fed25f2ad337feb331f3f48ddaeb726

Observation e5fbae4b-aa16-4adf-b771-b38c392129e7 · outbound

This paper cites P Xing, Hao Zhang, Joseph E.

VisionTrap: Unanswerable Questions On Visual Data P Xing, Hao Zhang, Joseph E

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.106827Z

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=pdf_text observed=2026-08-06T14:57:08.339050Z digest=sha256:8686c41316f1f8adc7c42467778db78eb2dca3736d5cafc9356fd4a1e09c0156

Observation 208ca00a-4259-4e98-be7e-485191f360b1 · outbound

This paper cites Visual7w: Grounded question answering in images, 2016.

VisionTrap: Unanswerable Questions On Visual Data Visual7w: Grounded question answering in images, 2016

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.090515Z

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=pdf_text observed=2026-08-06T14:57:08.344184Z digest=sha256:4cce83e4b158d59ed9b6c656c8d2463317b42b4adb65b87e50d5d788ea79e144

Observation 22e70121-9e4c-4b83-821a-d92fcdfa552a · outbound

This paper cites Question Types and Classification Our dataset consists of three categories of images and five types of questions in each category.

VisionTrap: Unanswerable Questions On Visual Data Question Types and Classification Our dataset consists of three categories of images and five types of questions in each category

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.074211Z

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=pdf_text observed=2026-08-06T14:57:08.349470Z digest=sha256:1d001bad965d21545575f6348a7d3ee0dedd06e1cf6459481810c0d057405fa5

Observation ae55675c-3e03-4463-9671-dbcf2a5034f3 · outbound

This paper cites The questions focus on identifying the purpose or role of the object as depicted in the im- age, often assessing whether its practical utility aligns with the surrounding scenario.

VisionTrap: Unanswerable Questions On Visual Data The questions focus on identifying the purpose or role of the object as depicted in the im- age, often assessing whether its practical utility aligns with the surrounding scenario

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.057468Z

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=pdf_text observed=2026-08-06T14:57:08.354609Z digest=sha256:44b984457e2ea5b81e9ea9ec0de12a72efbbe122d9276a1db341e10f1501da88

Observation a43d9721-8bcb-4c30-b17d-dc469bd2a6ab · outbound

This paper cites The questions assess how the design and presence of these components contribute to the object’s practical usabil- ity in real-world scenarios.

VisionTrap: Unanswerable Questions On Visual Data The questions assess how the design and presence of these components contribute to the object’s practical usabil- ity in real-world scenarios

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.040654Z

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=pdf_text observed=2026-08-06T14:57:08.359529Z digest=sha256:1c8463f91be9fdaf63cbce9fc3a7ee55659d3566b6eed9a8fa86c5bc95f56802

Observation 009e8899-beb1-4771-85f3-e42e877da278 · outbound

This paper cites The questions focus on how structural stability is obtained, despite the fact that such configurations would not be viable in real-world scenarios.

VisionTrap: Unanswerable Questions On Visual Data The questions focus on how structural stability is obtained, despite the fact that such configurations would not be viable in real-world scenarios

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.024147Z

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=pdf_text observed=2026-08-06T14:57:08.364796Z digest=sha256:a9df9260290a9c71aa2e7a911d7d7592c5936419df15f793577f3695311c0683

Observation 51b0b3af-58c4-4ffb-a1cf-c764f18f8d0e · outbound

This paper cites These questions challenge the model’s ability to reason about material suitability within a given context.

VisionTrap: Unanswerable Questions On Visual Data These questions challenge the model’s ability to reason about material suitability within a given context

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:09.007027Z

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=pdf_text observed=2026-08-06T14:57:08.369847Z digest=sha256:632600bf829d1c9a5a1f4db51fc5f697bb6e2d9de8bb6d85bba8e975e7139687

Observation bd710ddd-62c0-4bc0-8615-30b917c31f4d · outbound

This paper cites It inquires whether sen- sory attributes—such as heat, texture, or sound—are logically consistent with real-world experiences.

VisionTrap: Unanswerable Questions On Visual Data It inquires whether sen- sory attributes—such as heat, texture, or sound—are logically consistent with real-world experiences

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.990249Z

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=pdf_text observed=2026-08-06T14:57:08.375009Z digest=sha256:7f06c175f81778587395d5e3edbeb7b4e1dfdd34a3bc0ddcf9f7329ec880f407

Observation 79d4d460-98dd-4060-a572-84acce4567ee · outbound

This paper cites Consider whether anatomical changes preserve or disrupt essential bodily functions of ani- mals.

VisionTrap: Unanswerable Questions On Visual Data Consider whether anatomical changes preserve or disrupt essential bodily functions of ani- mals

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.973115Z

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=pdf_text observed=2026-08-06T14:57:08.380282Z digest=sha256:a401dc7628563595475796e8e4ff19dd74ea5bfd5edaab8fec42e6ec2d2fbf9b

Observation 19048280-306e-4d5a-8706-cbbfa78bd427 · outbound

This paper cites This involves as- sessing whether the digestive systems or metabolic processes of the animal can function properly given that it is fused with objects.

VisionTrap: Unanswerable Questions On Visual Data This involves as- sessing whether the digestive systems or metabolic processes of the animal can function properly given that it is fused with objects

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.955590Z

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=pdf_text observed=2026-08-06T14:57:08.385801Z digest=sha256:3613dba4e47397f23d910b18f6884ee1599a6672b0589ef99e065ffac0fb5c48

Observation 241eafe0-19a5-4ff0-9b5e-1ce69e2dae10 · outbound

This paper cites Questions are related to how the animal moves or maintains balance in daily life, since they are not in their usual anatomical struc- ture.

VisionTrap: Unanswerable Questions On Visual Data Questions are related to how the animal moves or maintains balance in daily life, since they are not in their usual anatomical struc- ture

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.937527Z

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=pdf_text observed=2026-08-06T14:57:08.391143Z digest=sha256:330f80dc76121c45c93a6f0fee39f3cc05924ceb858d035e0716cefafacf29a7

Observation b895c548-4ba7-4d0d-976d-c9a1ba448ed0 · outbound

This paper cites Assesses how animals interact in their daily lives.

VisionTrap: Unanswerable Questions On Visual Data Assesses how animals interact in their daily lives

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.920754Z

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=pdf_text observed=2026-08-06T14:57:08.396620Z digest=sha256:5a4623268404716281a71b1c70ca0e4f2307efd6229c283bdb06c51229b8d5c2

Observation 57606af2-165b-4fbf-9c0e-7a73c97130cf · outbound

This paper cites The questions are related to how the animals survive in their inherent ecosystem.

VisionTrap: Unanswerable Questions On Visual Data The questions are related to how the animals survive in their inherent ecosystem

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.902466Z

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=pdf_text observed=2026-08-06T14:57:08.401297Z digest=sha256:cf532ca3e9e542d883d8c9fcadc1732f9bfe9d4da49f9f6a0fda6f7239588b12

Observation 59c2b047-cc76-4411-9ee4-9cfa7200e31b · outbound

This paper cites These questions create log- ical contradictions about the character’s identity, exis- tence, or consciousness.

VisionTrap: Unanswerable Questions On Visual Data These questions create log- ical contradictions about the character’s identity, exis- tence, or consciousness

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.882194Z

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=pdf_text observed=2026-08-06T14:57:08.406336Z digest=sha256:6dcff249733caee3ba644448d014288461f00a726b0382b0294851bfe2825764

Observation 51e4b166-72af-475e-b22d-6f031a0b02d3 · outbound

This paper cites Ques- tions include scenarios involving time travel, causal- ity paradoxes, or alternate versions of a character.

VisionTrap: Unanswerable Questions On Visual Data Ques- tions include scenarios involving time travel, causal- ity paradoxes, or alternate versions of a character

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.865142Z

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=pdf_text observed=2026-08-06T14:57:08.411164Z digest=sha256:a17d4a0512dce5cd91f7d4dea173ff662560fb6672ef381ffb20817c19217a2b

Observation 384f50d0-4bd3-4f58-b2d0-c4d37f42ae61 · outbound

This paper cites Example from the Existing Figures category, featuring a real-world scene paired with deliberately unanswerable questions.

VisionTrap: Unanswerable Questions On Visual Data Example from the Existing Figures category, featuring a real-world scene paired with deliberately unanswerable questions

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.845143Z

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=pdf_text observed=2026-08-06T14:57:08.415957Z digest=sha256:a19a83aed92dce96a93c078202cad0eea73c1fc12585e8d6cc0f9c059e1c50fa

Observation 28b05ebc-3288-4837-9ef1-faea065092dd · outbound

This paper cites an unresolved cited work.

VisionTrap: Unanswerable Questions On Visual Data Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-06T14:57:08.826963Z

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=pdf_text observed=2026-08-06T14:57:08.420986Z digest=sha256:2e54cd6a213de0057af06b5a1bba8cd1b37c7579ddc8811b49a5776d737b6376

Observation 343a4e58-6ee8-46b5-87d5-5a771a119366 · outbound

This paper cites How does it function?.

VisionTrap: Unanswerable Questions On Visual Data How does it function?

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:57:08.809819Z

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=pdf_text observed=2026-08-06T14:57:08.425830Z digest=sha256:8037f7aed46e8128f665917df13201d7db4183b5222a5895aed4fde2882fbbbd

Observation 1e6c2963-e117-4323-977d-42fd2f6d5894 · outbound

This paper cites an unresolved cited work.

VisionTrap: Unanswerable Questions On Visual Data Unresolved cited work

Reference 2023

Resolution
parse uncertain
raw_fallback, observed 2026-08-06T14:57:09.327993Z

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=pdf_text observed=2026-08-06T14:57:08.253768Z digest=sha256:e01f7cdfef8ed082649a31f3fa08f024f28ebe84f4a58ab030cd016691828f32

Pith citing papers

No inbound Pith citation observations are available.