Paper Citation Record · LEDGER

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes

As of 6 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2508.17180.

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

pith.paper-citation-record.v1
2508.17180 v2

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T17:00:56.362681Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-06T06:34:29.942622+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

31 of 31 outbound references displayed

verified exact0
verified fuzzy21
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c8ee0fde-bd28-487f-a824-9c1cf69ec89f · outbound

This paper cites write newline.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-05T17:00:55.539634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f496261-7b3c-4244-8e48-f6e3a882fea8 · outbound

This paper cites Introducing claude 4, 2025.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Introducing claude 4, 2025

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.606943Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a823bed7-1b05-45bf-8b62-a9ad16fbc92e · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Lawrence Zitnick, and Devi Parikh

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.599023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 658a51f5-e74c-4895-a5cc-a9a5cca35529 · outbound

This paper cites Qwen2.5-vl technical report, 2025.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Qwen2.5-vl technical report, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-05T17:00:55.804317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a12170cb-c2b4-4e50-b9e3-b049bbe10bd0 · outbound

This paper cites Vehicular Cooperative Maneuvers -- Quo Vaditis?.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Vehicular Cooperative Maneuvers -- Quo Vaditis?

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T17:00:56.435964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e35d9294-0f8b-46f4-84b4-fec3f88c4087 · outbound

This paper cites Training verifiers to solve math word problems.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Training verifiers to solve math word problems

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.585481Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b66a4773-4f3c-4fa5-8b9c-f18b5f40ddd4 · outbound

This paper cites Gemini 2.5: Pushing the frontier with advanced reasoning, multimodality, long context, and next generation agentic capabilities, 2025.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Gemini 2.5: Pushing the frontier with advanced reasoning, multimodality, long context, and next generation agentic capabilities, 2025

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-05T17:00:55.902817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dceb6dd-a9bf-4a10-b59a-bcf373c27ebb · outbound

This paper cites Mme: A comprehensive evaluation benchmark for multimodal large language models, 2024.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Mme: A comprehensive evaluation benchmark for multimodal large language models, 2024

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T17:00:55.944344Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd63d2b9-c6cf-4204-b0b5-ba54ae460e71 · outbound

This paper cites Making the V in VQA matter: Embodying bias in evaluation and reasoning aåbout visual content.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Making the V in VQA matter: Embodying bias in evaluation and reasoning aåbout visual content

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.566849Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 26fa43b5-7cd9-4f62-8bca-9b5c7de3074b · outbound

This paper cites Huemanity: Probing fine-grained visual perception in mllms, 2025.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Huemanity: Probing fine-grained visual perception in mllms, 2025

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.558257Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a499e623-4c00-4951-b1b4-9cd37af5c068 · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Measuring Mathematical Problem Solving With the MATH Dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-05T17:00:56.121288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93299760-0ca9-4822-81bf-c17b806c0271 · outbound

This paper cites Lim, and Sameer Divvala.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Lim, and Sameer Divvala

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.549906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 5600cc3c-7120-44fb-894d-ffea3c4e3a64 · outbound

This paper cites Lawrence Zitnick, and Ross Girshick.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Lawrence Zitnick, and Ross Girshick

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.542032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b8897af6-cdd6-4200-a0d1-6a8f6d28d70a · outbound

This paper cites FigureQA : An annotated figure dataset for visual reasoning.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes FigureQA : An annotated figure dataset for visual reasoning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.533433Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9456b793-db33-4059-b098-493034563878 · outbound

This paper cites BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes BLIP-2: Bootstrapping Language-Image Pre-training with Frozen Image Encoders and Large Language Models

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.525522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 30868e78-9cac-4194-9a73-7ed909c41e68 · outbound

This paper cites Evaluating object hallucination in large vision-language models, 2023 b.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Evaluating object hallucination in large vision-language models, 2023 b

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.517378Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 98f745d7-4a56-4619-936a-66628cda8467 · outbound

This paper cites Resonances and residue operators for pseudo-Riemannian hyperbolic spaces.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Resonances and residue operators for pseudo-Riemannian hyperbolic spaces

Reference 17

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T17:00:56.415056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35c29b49-1810-42d4-ad53-22bf9d54b3a8 · outbound

This paper cites Visual Instruction Tuning.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Visual Instruction Tuning

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.509331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 07aba288-a3b1-44f7-acbc-5f29b46829f0 · outbound

This paper cites LLaVA-NeXT : Improved reasoning, ocr, and world knowledge, 2024.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes LLaVA-NeXT : Improved reasoning, ocr, and world knowledge, 2024

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.501219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1cf78775-1ce5-412e-b685-6e1549c252e1 · outbound

This paper cites User Persona Identification and New Service Adaptation Recommendation.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes User Persona Identification and New Service Adaptation Recommendation

Reference 20

Resolution: metadata mismatch; local_arxiv, observed 2026-08-05T17:00:56.402935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 6043150a-3535-43ab-8e3c-2a45767a2cd7 · outbound

This paper cites Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts, 2024.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Mathvista: Evaluating mathematical reasoning of foundation models in visual contexts, 2024

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-05T17:00:56.337310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 696eb6bc-559b-423d-89f6-9930d7e21e1c · outbound

This paper cites ChartQA : A benchmark for question answering about charts with a human-written rationales.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes ChartQA : A benchmark for question answering about charts with a human-written rationales

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.488069Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 46566b98-3e1d-4bd3-bb06-317c8c5b8fd7 · outbound

This paper cites El-allaui, V.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes El-allaui, V

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.480335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c11636f0-0efe-447f-83f2-477264a998b5 · outbound

This paper cites Mistral Medium Large Language Model.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Mistral Medium Large Language Model

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.472437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c20f948c-2df3-4b02-ba23-dbabbc635ee7 · outbound

This paper cites Mistral Small 3.1.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Mistral Small 3.1

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.342706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d164804e-424c-416c-9ed4-af75c5ebeaa1 · outbound

This paper cites Pixtral Large : Frontier multimodal ai.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Pixtral Large : Frontier multimodal ai

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:57.138410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0f26d1ce-932b-4a78-b7c4-cc38d04336d9 · outbound

This paper cites OpenAI o3 and o4-mini System Card , 2025.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes OpenAI o3 and o4-mini System Card , 2025

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:56.990811Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3ed80b91-f574-4ac5-8569-1c36ff880a28 · outbound

This paper cites Gpt-4 technical report, 2024.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Gpt-4 technical report, 2024

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:56.740953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 9b2bd139-fa78-44a8-9e2e-0ecf354137ac · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Learning Transferable Visual Models From Natural Language Supervision

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:56.595539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 89019c38-3acd-4c3d-afeb-dcde0211519b · outbound

This paper cites Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-05T17:00:56.360054Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 383eb490-e121-4ba9-b4f1-c26305d62a56 · outbound

This paper cites Learning to count objects in natural images for visual question answering, 2018.

MaRVL-QA: A Benchmark for Mathematical Reasoning over Visual Landscapes Learning to count objects in natural images for visual question answering, 2018

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T17:00:56.494204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Pith citing papers

No inbound Pith citation observations are available.