Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
CountQA: How Well Do MLLMs Count in the Wild?
As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 inbound Pith citation observations for arXiv:2508.06585.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T00:24:54.443710Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-08T06:34:41.866253Z
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 5ad42e53-55ab-4e4e-a2df-309663d9d749 · inbound
Explicit Reasoning Makes Better Judges: A Systematic Study on Accuracy, Efficiency, and Robustness cites this paper.
Explicit Reasoning Makes Better Judges: A Systematic Study on Accuracy, Efficiency, and Robustness CountQA: How Well Do MLLMs Count in the Wild?
Reference 56
- Resolution
- verified exact
- arxiv_id, observed 2026-05-18T17:31:41.579859Z
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 106e0bbe-ccde-404e-ac3e-4d346c7a7bb6 · inbound
ABACUS: Adapting Unified Foundation Model for Bridging Image Count Understanding and Generation cites this paper.
ABACUS: Adapting Unified Foundation Model for Bridging Image Count Understanding and Generation CountQA: How Well Do MLLMs Count in the Wild?
Reference 74
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T10:29:44.432454Z
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 c9f71b54-4dd7-4153-8d41-443e49d9d22a · inbound
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning cites this paper.
V-Zero: Answer-Label-Free On-Policy Distillation with Contrastive Evidence Gating for Fine-Grained Visual Reasoning CountQA: How Well Do MLLMs Count in the Wild?
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T19:20:07.246648Z
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 f912a87b-ae2b-4581-8309-6827469cea24 · inbound
HoloCount: A Holistic Visual Counting Benchmark for MLLMs cites this paper.
HoloCount: A Holistic Visual Counting Benchmark for MLLMs CountQA: How Well Do MLLMs Count in the Wild?
Reference 35
- Resolution
- verified exact
- local_arxiv, observed 2026-07-08T06:34:41.868005Z
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 ec01bcf0-49c8-4923-bc8d-2df490edd88c · inbound
Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning cites this paper.
Trace: A Taxonomy-Guided Environment for Multidomain Visual Reasoning CountQA: How Well Do MLLMs Count in the Wild?
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T11:47:26.652739Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84f1ed92-845b-42d2-b20c-d7589845fe0d · inbound
Scaling Native Multimodal Pre-Training From Scratch cites this paper.
Scaling Native Multimodal Pre-Training From Scratch CountQA: How Well Do MLLMs Count in the Wild?
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-01T06:05:51.176081Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f5af9c75-f3fb-4d67-82ce-f024a5b20b60 · inbound
When Teachers Mislead: Spurious-Signal-Aware On-Policy Distillation cites this paper.
When Teachers Mislead: Spurious-Signal-Aware On-Policy Distillation CountQA: How Well Do MLLMs Count in the Wild?
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:45:28.335239Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82d90caa-d664-49e6-8f4a-30ba8a1e5e0a · inbound
Thinking with Anchors: Grounded and Efficient Document Reasoning cites this paper.
Thinking with Anchors: Grounded and Efficient Document Reasoning CountQA: How Well Do MLLMs Count in the Wild?
Reference 58
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:24:54.443710Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.