Pith. sign in

Paper Citation Record · LEDGER

VisionTrap: Unanswerable Questions On Visual Data

As of 8 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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.123895Z digest=sha256:d585a04bacc7a36562806b67ba578134a073780ca1b14950a149ccb800e9e983

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.130306Z digest=sha256:b239eabe1911fa6fd97468c47999a5af76743f67132123d17fe4738ccbc34c59

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.136261Z digest=sha256:9eba5567546dca84568299280c52231f8d9d052a7ff59269cd0fd73a3dfaa3a2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.141565Z digest=sha256:4b92f972e89a321d2773da6d752b008ec0e77102cf40ceda1c9259f93d23e309

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:fe8dc8fdd33fdb82f3a3ff606dfa1cc66d631f32246dae2c26c06705dc9aeb38

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.152526Z digest=sha256:c0303a0e9109b48994e14bf3450075e3bb3851e5c57fdbb2e72df38781f9629c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.157907Z digest=sha256:56abde26d8e0f0705f9049f4a9b576045e36c9f89bf3e48552df0f20b6fcb679

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=sha256:6418c49d97848642884d8ad19596e05ac6c40e1e87b0a34b62fc37c6ebceb8a8

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:ab458e7c7af109587a59766552ab860743c0712d14c2df4a99325546bb91d117

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=sha256:62065da6fe22c06bfd8872244ed2f866bc15d1579e449a570d503310a92d13d4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.179738Z digest=sha256:bb67bd3701c889aefab2918b60599420753ef22ab566cf88426d352eba3abc71

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:db0fb1a211f20b3e942c556533efd676f85ec8ea5b5d8f37f16823167d958d24

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.191501Z digest=sha256:ee36f1c3036f24903db83f1eeba77d15ed97ccd15f07e9ec534d16a1320917c4

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.196884Z digest=sha256:50273f7cd269e353ac7a3a24092d75edcff690805b5f10384c21dee0d95f88e2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.202119Z digest=sha256:bbac07c11a4fb91a611710d909c0683dcb19b007ebb50519584213281ad9cec2

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.207227Z digest=sha256:dc880f12789b23ded514c112d8a6dacb09e8844c1744fccb9cf635f64a5db50e

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=sha256:4cd75d4105c9365e972bac5bd97f3609a778090718da00146d694fa6d922d883

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=sha256:23f36c43c986699e0cfd413175849548c663b2740b1be224ee911f8d07a67843

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.223348Z digest=sha256:d7af3a865fc46a192a06465665757193d0a209a154c3301fe35ad6d9effc8a33

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:f2bcb0613116bd0f8adb5fe11719fd4350fa87afe07226dd965233036274f36a

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=sha256:9689cae11c3f869f7e3276a9dd2b43a9b7060946c6db520161df3dccf86482ea

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.239052Z digest=sha256:0fde0c7420e2fef184568e59b6a0f793e05d6aa224aee68f9ee781686125f85a

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.243946Z digest=sha256:891087ba04bda0f6cb537956478d7a0f69bfd0a3041291dcc9e5168ec9bcbd81

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.248841Z digest=sha256:fec7e2e1a385d44c9a64e4b0c689785e3198fb34c15cc9c76bd465eda0e9c73b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.258434Z digest=sha256:01a8fad3fdaef8ff302462b2fc52a608ae6e020bb744a336318c1b3219c78ac9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.263770Z digest=sha256:775d9f17ceacee1eca0292e101c54c8827c9d315a07ec01d9985263a69fe9d54

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.268635Z digest=sha256:3815e291b464f02c23af599dd982d1b5a5f62fb457f984abc80f3fa5e872c806

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.273384Z digest=sha256:9c6f0b73a7c6a0e439a7c49d73b354bb7f9852c958642f29502cb64e451367f1

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.278119Z digest=sha256:41a09d56f158bb0e68e8febf03b92cc2ee986f51c6569e51a1deb1eaf84dacc1

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=sha256:060d3fb3679ae9f3d4e77b0933031b71c1357296c6f61810174166266ea4452f

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=sha256:1afcfa49138755ef5270a723ce933648772508d430b1457ef1fe1ac70990fc30

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.293703Z digest=sha256:49cea7490a9b16928ed37a894870f0381f862c73cf125b8c9a6925bb639be8fa

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.298475Z digest=sha256:0a16e701a6bd4d303c184b689016675395908d4b3554f9be868f9a3dd44e4132

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=sha256:1ac2a512543e61816ca7add4fea45a5ed1fc80a2f6bbedc7507b41e50777830f

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=sha256:09d2511127ebbe1dfc003b6122824fdf21b54eb96f9d452331896527884fa07b

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.313412Z digest=sha256:7cee74bb5e7de1388d530df18e7b7efa8535facb7c0e3d69c5f65ddb6ac33cf8

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=sha256:3fa7e313543de73ba042c18dda1eca3910214a1d31490bd9b9a63692b2733025

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.323802Z digest=sha256:814eebfcee3c2012e3259c31d3cb099617312220c82de3a3579262c88194343e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.328725Z digest=sha256:5a6809801b7c9bb54f8c257a5eba2266ba0157b4c7ffcd4dc964333884ed7f55

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.333916Z digest=sha256:f3bc95d08698dd0bff1cc525ccc62f9f69a79ca493e5ef0a1dad7dd6bc3d3ed0

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.339050Z digest=sha256:5e51576e619acb8da248b0d05f68ef9fb86f440846e03323fa86977d35dd7e5d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.344184Z digest=sha256:60824d35d986d745b6ba3cc8c22838dcf98c16294f09d8777c2aa6bca910251d

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.349470Z digest=sha256:1e3ba67c318f06fee1a7a18de0917833ef2239d1cf003df2f65fa4ec30e7a5c9

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.354609Z digest=sha256:c0ce3384d3d5ea44ba2ce80f046970736d054f683276364846c14c4be746043f

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.359529Z digest=sha256:e1e748e9b5c5ab4e0c3829a7dab62b99cb4da4a203fedf7ec181edf5140bd3ff

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.364796Z digest=sha256:bb3534fdd41328f8e7913f2c74c28260f61c0a81b98b50dc822221a04a508657

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.369847Z digest=sha256:511205dd5c26b40a0c2c65373656b85e456cc983e523c08345f1b5ff6e753985

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.375009Z digest=sha256:1d7b7730e9b822cbbc0c45233f52f961872ec9d3d251fa38cbb817d3523b7772

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.380282Z digest=sha256:6d59e2b7409aeb915d123401f5675762ea5fdd5e4e73961872b0e36f6bc2c355

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.385801Z digest=sha256:ad4ca0f6f247dd24234fd39371f7799aa2ef859ebf01e797c32a04def6740680

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.391143Z digest=sha256:16c398d4b6d42bdebd668eb1c690714899b14925cac7026fb7038b4f7c2d3a39

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.396620Z digest=sha256:70a936d79718f95ee3aca5887dba1ce693640d1844a5e8852a8bbe8d0091f88e

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.401297Z digest=sha256:75af06c0035599abeab80ac8895470f2f045e9e3d3fab7fec417b76fbeac62bd

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.406336Z digest=sha256:9ed7faa1429648937f28dcbef8bc676a56d9e5973bff2c5e10f2c7482af398be

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.411164Z digest=sha256:d2559b30d1ff62e732613dac7b4e2dcb289afbb6b7b7e2b31f01cf0ce4de78ea

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.415957Z digest=sha256:ee02af13847fb28dade61172eb56110dc666c12442a071091879baf2393ef56c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.420986Z digest=sha256:bdc136cc3e4cdc211055a7bfda388523caf8be469dec912dd1b30515ae2d8f11

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.425830Z digest=sha256:45fe76c7a4e23eb07b363e3d7552ccf856ef1d986c72d8e3101aefba27ea963c

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 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-06T14:57:08.253768Z digest=sha256:e7eae5b466cd6deca29e05179274f76dc8b4b211072b41ab942b9917378c46f5

Pith citing papers

No inbound Pith citation observations are available.