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 2026-08-07T06:34:17.273281+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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.123895Z digest=sha256:63312086ed1711a680112bbeb8b81c0acbb58ba84ce6ed6a6c3be8e48d7f7a86

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.130306Z digest=sha256:2675db8ad5f6727dbfa0d24e7400aaf9e25be499e29d80039ef4aec372033374

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.136261Z digest=sha256:da21494e9937d95170a02a727eef6f8a9bd4175aba5eb9de9a97dc20bc631f64

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.141565Z digest=sha256:ab0bb247b4ae91c96a361019ed6f171b3e054860da6f438d5d3410a4ff84953a

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:ffec957cef7de027041ba59dfbf2f944526144f147c6bbe85d53607d49a9ae53

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.152526Z digest=sha256:739f66777083211f06da0aaa381f0b50128e5e10cc31eec060878d338bb1d604

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.157907Z digest=sha256:4a855ccde1088de2f0e97fcd1301b8a99b6d1d936a2ab12f0f8f45cc2fcaf5c5

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=sha256:4e4dd4c2080f34fd84b980346ac93e6873280016ac55eee83a301be90f6f1864

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=sha256:1966b38ad0a9606b22e2cddba3ecf763645d24831ed094d344d887d477bab20b

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=sha256:38e80829c82745ecf37d5230452748a91cc7502d207fd71ae301035b2a9fa155

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.179738Z digest=sha256:b909fc03869008ad0227b1455d2aa470b21be87004f86a3cc3ad2108e74f0406

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:bc4d3003fa7b6af3bcdc89c11394bbecf4fd7041ec8c516396930e73cfe0d8b0

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.191501Z digest=sha256:b3bfa639816cbed253c297e02eff964766b9970bcd4c1dc04f3e2cce2ef321ac

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.196884Z digest=sha256:8f85e4070ae39752dcd42ac4f7203be1735925bc2f14cc6eed91db4e02eea123

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.202119Z digest=sha256:d5b4e7a5a3a2859607210013942786827f29e52302a767a3195f472a08e1a811

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.207227Z digest=sha256:03043cf7595b2090f4a7a908350bc36e2e5d5085fdb4518fbd4bac168c7d9490

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:ed35f71f8c9fac568036592a418fccc5a1d425cd1f1eb0796ed2797180396a30

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=sha256:526d3e9fda7c43d9659bd3a8e6acc07867290a919a52e573e94c78c439e32a59

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.223348Z digest=sha256:4c4a9e355df95cb208e1167937c089d47600327d0307031e51067f2f4b5db0c2

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=sha256:0e5d40fa4392251976875cbe422110a89b4146ff47b4c1298157571905fab0ad

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=sha256:56f6fa07e7265535ee8e70ed18013e401ddb61926ab4d121a309a9b0f3a895b5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.239052Z digest=sha256:2aec8a72ac9163b6417f19c3d464ff240e137deac65223c52cd5a4c6b335b11f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.243946Z digest=sha256:caf95032cfbf7fe0600abb7d9f2d16d5a279ca38e5c6554aa4c7a0ecb2179687

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.248841Z digest=sha256:3454a0feefaf1a6db93d9b22cc7237ee5deb9e46b67077e1ecf9775b18881033

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.258434Z digest=sha256:6b14cd6f7ff5c789f3980b32685e08fd6ac762b3ae0d0aa34cab1afa9f76369f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.263770Z digest=sha256:9a357514d14ab4629eecef00dbbc43db175efb9513c3cbabe0588379fb87e4ab

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.268635Z digest=sha256:a68f1d0d7fb8b797989a66a3590863a2e678e8534c20a4d8ab725219a68f9b3a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.273384Z digest=sha256:d2865ed5ee6db2e18eb25be1e80ada9b09698e8a5f230a52f08c4edb4672172c

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.278119Z digest=sha256:7b9754fbae3183a6987727e14c501bc9fa649e68e06013db622fb76158258b57

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=sha256:7d715cf48d6b01b1f9cb010ae11d5db50f4e0af607f22027f93e445e8e852d19

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:ea9587a81fab5097c212622b697bddea25f80b3d36854be7b3f995ab7b692fce

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.293703Z digest=sha256:92830ab2a66aad2ca30b826e70b81ee672dad3bdfac37e849eab9fb4352d8f99

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.298475Z digest=sha256:94f5dee95638f21d72ad2b6d95902697db65f21e0d23fba9017dfd4d3f6d5e14

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:e99f103128c33d62ab9bc89484b696684aa73c67014632be6d26d51db8457d9b

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=sha256:09ae85761bf3a5bc44b8bf7828238b36c9b7b281c1324fc01c4db27a5b4e9ed5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.313412Z digest=sha256:ebdfe3f6fd044a3e15bc694a2308a6ec18571ee626e955ffee40c2d0b3b548fe

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=sha256:48a835a8f0021bf6b27c1d2c88e25367be0707dc5bef35cbf77588d4d3414393

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.323802Z digest=sha256:8041b7322830a05463b04809b02e6a0b7ca6c75fb763787494bff3b1ec131d0b

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.328725Z digest=sha256:ee1e9bc1ebf6cc3b2369e196ad295daaa1ea3b65f82e896f76ceae4bf9abfd03

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.333916Z digest=sha256:a5db518aa441ed256aed28a98caa48cbbc84c14c1306af18364442fadb20c58a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.339050Z digest=sha256:8282be3fa86f58a292d7a3b4dbae457301d4d5b16f82cc26bf7d492e13c16dc5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.344184Z digest=sha256:6284b7461567a1b625c1bac040ce8adce657c1cb0ead1b9d2a87ada4c3701c3a

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.349470Z digest=sha256:62ffd96c7883803aef009597503f2ba8f1b7b49f07673ec80c953c27d3ec6b35

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.354609Z digest=sha256:0c4d30575f1416a028cd6a4b5c79d5cb2e4a0490e4bcadc5c9b80de0472608e5

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.359529Z digest=sha256:fae29e2bc825b1587492fb8464c8ed83a5d6e478f9ba37edf4471d118bda0dbb

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.364796Z digest=sha256:8634912ab9b2057fa2568e3c37a6bd4ce80e10da5c2d24281746576a7e9e035d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.369847Z digest=sha256:e5bc144fc1533b702b24e0ba5504562e69ed42ab8f8c045fe05ed99959e7697f

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.375009Z digest=sha256:3c246226a06ac3a7aaf4e9571cad18bf257a1d537ea5a03e6e813d62ebb8ff68

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.380282Z digest=sha256:d113c8c52434bc25a21a5ccc7dec889ddf47f28336469c5948f3b492bf996eca

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.385801Z digest=sha256:9d61f5c965487eacb5193591d614cd17092572612c42664500be4490e1135fa3

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.391143Z digest=sha256:99b18a0169ab88565464862bb2498ffa1d3ecffffd35576303cc157cb8e8a145

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.396620Z digest=sha256:3577792a8e2d65a344af017548a781ab0698787f236ca9311b389fa044cb6736

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.401297Z digest=sha256:777f1c661533851f03e71dde26e96dfcb8d62a9028b7b5e30fda8635aac41846

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.406336Z digest=sha256:887117aefac8d057415d1c255411bcdef422989e3a6579c58040f26b1fcb0d50

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.411164Z digest=sha256:99b543dcaa76ccca0c124d38e8fb9be5fe48be16fc237fb765add2c24ff126f8

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.415957Z digest=sha256:94c72f6474ec4ea9014c651ffa2c0daa48e987390466d6ab61c89fcbe642e016

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.420986Z digest=sha256:9f8b6b75ccdf38b322496d8a0cdc9eab2e16edf72ee636d3714f5ea1ba0f7fc2

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.425830Z digest=sha256:dc1fb8a22daa16e6d79ba97116fbbdfd3661461ca89de8e550593ff27c38900d

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 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-06T14:57:08.253768Z digest=sha256:4f75c1b30f95ac86b25aaf0c5c89eb7aa7c00a15a03a10cefac1580dc513b9f1

Pith citing papers

No inbound Pith citation observations are available.