Paper Citation Record · LEDGER

MapQA: A Dataset for Question Answering on Choropleth Maps

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2211.08545.

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

pith.paper-citation-record.v1
2211.08545 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T20:06:36.601511Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-02T21:17:24.219845Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6c80e543-231f-4a82-a0d6-aebd60020de6 · inbound

Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark cites this paper.

Polymath: A Challenging Multi-modal Mathematical Reasoning Benchmark MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:05:47.764690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 29d2e0cc-7cf9-4362-9180-04126c0decb3 · inbound

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization cites this paper.

Enhancing the Reasoning Ability of Multimodal Large Language Models via Mixed Preference Optimization MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-16T09:16:17.366211Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation fb483837-30a6-4fa4-9425-392ee7ade3e7 · inbound

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling cites this paper.

Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:23:57.834590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 13a67b69-b0f5-40f0-8346-5d8c6d2de46a · inbound

TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types cites this paper.

TaskGalaxy: Scaling Multi-modal Instruction Fine-tuning with Tens of Thousands Vision Task Types MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-07T20:06:36.601511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3032626e-0d8e-4030-a82f-7e5c43cd5ea5 · inbound

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL cites this paper.

LMM-R1: Empowering 3B LMMs with Strong Reasoning Abilities Through Two-Stage Rule-Based RL MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-16T15:15:46.379544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8f55d0b2-7b3f-4388-94d9-1b64333c88f2 · inbound

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles cites this paper.

OpenVLThinker: Complex Vision-Language Reasoning via Iterative SFT-RL Cycles MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-19T06:59:03.172564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 13f3b8a6-0ebf-4a73-8942-754f92418f5f · inbound

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models cites this paper.

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:41:08.218987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 730c4888-c818-47e6-bf89-5b396e106047 · inbound

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering cites this paper.

ChartMind: A Comprehensive Benchmark for Complex Real-world Multimodal Chart Question Answering MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T12:54:17.462889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a354a0fe-2f23-4469-9fb5-6d57164bfc21 · inbound

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models cites this paper.

Mixed-R1: Unified Reward Perspective For Reasoning Capability in Multimodal Large Language Models MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T12:37:43.047242Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea0cc5cf-0707-45eb-84f8-9d044095792f · inbound

CoMemo: LVLMs Need Image Context with Image Memory cites this paper.

CoMemo: LVLMs Need Image Context with Image Memory MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T06:02:30.160890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a34cde5-c130-402a-a623-894bfc032675 · inbound

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation cites this paper.

Spectral Imbalance Causes Forgetting in Low-Rank Continual Adaptation MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 1975

Resolution: unresolved; no resolver link, observed 2026-08-03T06:04:25.960289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58690097-913e-40f6-9a4a-a25e145f2553 · inbound

When Does Multimodal AI Help? Diagnostic Complementarity of Vision-Language Models and CNNs for Spectrum Management in Satellite-Terrestrial Networks cites this paper.

When Does Multimodal AI Help? Diagnostic Complementarity of Vision-Language Models and CNNs for Spectrum Management in Satellite-Terrestrial Networks MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-13T17:38:02.510550Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation e0421630-3d59-47e8-95de-52ee3cf47f11 · inbound

IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents cites this paper.

IPO-Mine: A Toolkit and Dataset for Section-Structured Analysis of Long, Multimodal IPO Documents MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-06-29T12:33:24.457150Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 380cca18-a44c-4bf7-a4dc-6d2c59f5a3ab · inbound

PlanBench-V: A Spatial Planning Map Benchmark for Vision-Language Models cites this paper.

PlanBench-V: A Spatial Planning Map Benchmark for Vision-Language Models MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 4

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T12:26:56.358872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 96b8e091-6893-4c8b-b219-3e386a193a77 · inbound

DataComp-VLM: Improved Open Datasets for Vision-Language Models cites this paper.

DataComp-VLM: Improved Open Datasets for Vision-Language Models MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-01T15:45:47.695507Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation a9a59111-5442-4dce-a9fe-cf8faa980881 · inbound

DataComp-VLM: Improved Open Datasets for Vision-Language Models cites this paper.

DataComp-VLM: Improved Open Datasets for Vision-Language Models MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-07-02T21:17:24.222935Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation b62c763f-4fbd-47bf-b976-bebb105acf9c · inbound

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding cites this paper.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-01T16:27:45.931541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5931dcc-5d59-417f-b9ac-37093c007875 · inbound

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding cites this paper.

Do Maps Still Matter for Machines: Revisiting the Role of Choropleth Maps in Foundation Model Spatial Understanding MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-04T04:16:20.400459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1473f0e-ef71-4b43-a30d-4d03eb9db4ab · inbound

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning cites this paper.

SiGMA: Sign-Guided Merging and Adaptation for Multimodal Continual Instruction Tuning MapQA: A Dataset for Question Answering on Choropleth Maps

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T08:43:22.776469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.