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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 2026-08-10T06:31:04.303077+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

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

source=pdf_text observed=2026-08-06T14:57:08.123895Z digest=sha256:704aa001b191eb245ce432f683d1c93bae342f3c36fb18a7c8977bb6b2463de8

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

source=pdf_text observed=2026-08-06T14:57:08.130306Z digest=sha256:ffdb3ea144ba130d24254af0d1bf26cb42f3de2ceba8ca40c5f88966cff8b0bd

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

source=pdf_text observed=2026-08-06T14:57:08.136261Z digest=sha256:07c277e987a90e6cdfb336fb8c86d5336cb366877d31b8550aeff223f991dd5f

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

source=pdf_text observed=2026-08-06T14:57:08.141565Z digest=sha256:72e1e9b005cc05046deb924b4c14f15f43f7186ead52ffdb9db90c730ae93674

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

source=pdf_text observed=2026-08-06T14:57:08.152526Z digest=sha256:24d8b1f3b52f17d18a43d1ec03ab8d90b7167f3429dd05524de29c9df1440dc3

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

source=pdf_text observed=2026-08-06T14:57:08.157907Z digest=sha256:7d17884fb3dbfdb4576e59aea3067d1841c0388ce574982f31092a9df6632d15

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

source=pdf_text observed=2026-08-06T14:57:08.179738Z digest=sha256:f4f41b28f8681918f0e1ec27e0f596bf462d63a69228366f9a4e4c4c6e9132b3

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

source=pdf_text observed=2026-08-06T14:57:08.191501Z digest=sha256:a3b0aed9caf7d67caec9f80467b6cef584cc5ff62e199231ef4de0a57c89fccf

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

source=pdf_text observed=2026-08-06T14:57:08.196884Z digest=sha256:16f55970629e8581aa907acfdb20e95f2556bb30488e1d39f47eb561775f1399

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

source=pdf_text observed=2026-08-06T14:57:08.202119Z digest=sha256:dc4f2328c9691ba192e97676f953099425e1487858506b9b319921e3711360dc

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

source=pdf_text observed=2026-08-06T14:57:08.207227Z digest=sha256:311658f4b35fe841714063b832869daa352c32af6e359a4de33fae9b3cfa8a16

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

source=pdf_text observed=2026-08-06T14:57:08.223348Z digest=sha256:3953f606a2ea4a8459dd008b376959c85cf442720e387356eff7cc2c07959ab5

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

source=pdf_text observed=2026-08-06T14:57:08.239052Z digest=sha256:53d3a1a754ab5d1e3d6aec4f683393fe8903a4605fed2ef5c58ab8ef627e9715

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

source=pdf_text observed=2026-08-06T14:57:08.243946Z digest=sha256:b4ea5d7f2d32f2e3853df6d4023b89f1a15d1849f5cdb198f538b9fcd4cb2db6

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

source=pdf_text observed=2026-08-06T14:57:08.248841Z digest=sha256:fa4d3c348010ca283aca6c38afb3b7ef641dd99b4254eca7f830f7113e92e238

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

source=pdf_text observed=2026-08-06T14:57:08.258434Z digest=sha256:934546914cde60fc9e0407b12098650d51415c50fe96d3354316824336c534b4

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

source=pdf_text observed=2026-08-06T14:57:08.263770Z digest=sha256:4f15120f1654815a8351d0d92b95a8b310dd5a5bb0296cae4d1b6403789c7e62

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

source=pdf_text observed=2026-08-06T14:57:08.268635Z digest=sha256:ba00cd8421edfb74fa8cfe4d5970068dc9926814b9871a0bfc576cfc6de399eb

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

source=pdf_text observed=2026-08-06T14:57:08.273384Z digest=sha256:61257c98b2b081b4d5568bcd96ea8f2a26d9e65ec8879db125a4ad820841298d

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

source=pdf_text observed=2026-08-06T14:57:08.278119Z digest=sha256:54d2cd4c58df0eaae321bdf7377cfc56caeec5f77dd975a7c61d181bbf492408

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

source=pdf_text observed=2026-08-06T14:57:08.293703Z digest=sha256:84cbf31f110b2c737e4ee73e74af57c64254947ce01bfa863797a5fcb2024c6d

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

source=pdf_text observed=2026-08-06T14:57:08.298475Z digest=sha256:e4be65985237259e981645af7987dc0d52d5abdd4d172e44b9ab3db4b6b2bd11

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

source=pdf_text observed=2026-08-06T14:57:08.313412Z digest=sha256:591529baf566c362084e7be2f8600612aa468e3d1f852edf668f59a25fb9c7fc

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

source=pdf_text observed=2026-08-06T14:57:08.323802Z digest=sha256:44442827c9daf60173f2b54b13e37d6a1ae3ca31fb80ba57de872bdeefedf8b6

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

source=pdf_text observed=2026-08-06T14:57:08.328725Z digest=sha256:691242c2e6aeabaeb005b783814df41551c04f5855e79fab0f7e2035fa731ac8

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

source=pdf_text observed=2026-08-06T14:57:08.333916Z digest=sha256:2a04632fc896024b73aee9aeea8c88f49ee5b485b2fc1aaea43b9192d3f2d2fc

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

source=pdf_text observed=2026-08-06T14:57:08.339050Z digest=sha256:fdaf8720faf104fcee1f470b0a3ba5087ebfc6a57004c10104fcb0cb0b40562b

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

source=pdf_text observed=2026-08-06T14:57:08.344184Z digest=sha256:807124098ba76d7d4c0f2d1cb560fcce1c1e224f924c2870f250d432ad79bbfd

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

source=pdf_text observed=2026-08-06T14:57:08.349470Z digest=sha256:98e54c7d670be259f08799b9466080dff7097a2937b18e88211d595f450f4e38

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

source=pdf_text observed=2026-08-06T14:57:08.354609Z digest=sha256:536478c4e85eaba61efaf53dc4a77623de76c348b35a84ff2be491a679385d3f

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

source=pdf_text observed=2026-08-06T14:57:08.359529Z digest=sha256:d499fff8683e1fe6894217f061b9a2970e4a58f1dec9883f2e4fdda7ca06ed3e

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

source=pdf_text observed=2026-08-06T14:57:08.364796Z digest=sha256:477192356e18aa380cfbd5ad484ce3d98037f1766989ff20e4bfcff74932f4da

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

source=pdf_text observed=2026-08-06T14:57:08.369847Z digest=sha256:467b79fa0601d9b01bff048689b5b64fa314a109dcdbf3b62a0bcef6d28b9cb0

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

source=pdf_text observed=2026-08-06T14:57:08.375009Z digest=sha256:604de0b0cccf81969e43ccfd8dd5f95990df30c80d7affac22f7099563b6130c

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

source=pdf_text observed=2026-08-06T14:57:08.380282Z digest=sha256:1d08d26b937f0d4a0eb98902ae4dbb7363c7e5f12ae3b670e3a179e47e2b6ddc

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

source=pdf_text observed=2026-08-06T14:57:08.385801Z digest=sha256:3edafc35b3ca95a57c63e0cea25ac062f78445905f8c878b2c2c2bc0293eedfd

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

source=pdf_text observed=2026-08-06T14:57:08.391143Z digest=sha256:b71dad8f436dbc60a6abfddd2d08651ad7b38394c1bc174d80db41811a17aafd

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

source=pdf_text observed=2026-08-06T14:57:08.396620Z digest=sha256:c6a73ca36390d1ad8d788fd21c488bc4a2701812619fa6ff0e33c68ce4e3b35e

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

source=pdf_text observed=2026-08-06T14:57:08.401297Z digest=sha256:2d9e8168a37ec685e52d504754a27f05aea28f4b05c09f8dfc15278c6e188f3a

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

source=pdf_text observed=2026-08-06T14:57:08.406336Z digest=sha256:d8bd19d449279b104cfd28a159b88d6bd7d5066efd1f080e60f98662e37a947c

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

source=pdf_text observed=2026-08-06T14:57:08.411164Z digest=sha256:a3550a7bd1a46fb034387abe8ba06fc8bdc1397feb41ffcc26d7e7250c57d952

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

source=pdf_text observed=2026-08-06T14:57:08.415957Z digest=sha256:4d2e36c770c6183b6a2fb9496ebde99b67b34147ba35a7088197e6dbb3341ee7

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

source=pdf_text observed=2026-08-06T14:57:08.420986Z digest=sha256:611d09922830585959bad58ec34fccdd4ad75a3e5d54dfb76ac95239a918a1d8

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

source=pdf_text observed=2026-08-06T14:57:08.425830Z digest=sha256:32484f4ce63ff4017e57cec943ac0c552506c2051bd1145a447175426ca1b2f5

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

source=pdf_text observed=2026-08-06T14:57:08.253768Z digest=sha256:3622564f5e790f66f0970801ce76ce316f27080785ef5185d0b4efd31a8cb558

Pith citing papers

No inbound Pith citation observations are available.