Paper Citation Record · LEDGER

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities?

As of 22 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2502.08503.

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

pith.paper-citation-record.v1
2502.08503 v3

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T04:54:02.129840Z

measured 24 of 24 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

24 of 24 outbound references displayed

verified exact2
verified fuzzy0
unresolved22
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 04fa739c-543a-4a25-9824-a9f75d566be7 · outbound

This paper cites online" 'onlinestring :=.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? online" 'onlinestring :=

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.014599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c901280-c48a-4eae-9941-68b32600a241 · outbound

This paper cites write newline.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? write newline

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.020266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2053fe42-0d09-4e74-9f46-aaaec76c8fc6 · outbound

This paper cites an unresolved cited work.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:54:02.590316Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 98a5f557-9904-452c-ae39-af2edc7cb63a · outbound

This paper cites an unresolved cited work.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:54:02.576049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1184c22a-4ed9-4ea6-a9aa-e275bfde45fe · outbound

This paper cites ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? ScanNet: Richly-annotated 3D Reconstructions of Indoor Scenes

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.036773Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a35d7787-053e-438f-9e20-39504b7b70a8 · outbound

This paper cites Objaverse: A Universe of Annotated 3D Objects.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Objaverse: A Universe of Annotated 3D Objects

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.042062Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0de09ca6-2158-4e62-8970-f7db73214571 · outbound

This paper cites LVIS: A Dataset for Large Vocabulary Instance Segmentation.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? LVIS: A Dataset for Large Vocabulary Instance Segmentation

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.047543Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3db6993e-b988-44c7-9056-ed08e8d0bf0b · outbound

This paper cites Language Models are General-Purpose Interfaces.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Language Models are General-Purpose Interfaces

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.052557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19b3df5d-3b90-4b9d-947e-99167ff19cba · outbound

This paper cites 3D-LLM: Injecting the 3D World into Large Language Models.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? 3D-LLM: Injecting the 3D World into Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.058048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11379206-1f57-4d86-bbed-56719005adc8 · outbound

This paper cites An Embodied Generalist Agent in 3D World.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? An Embodied Generalist Agent in 3D World

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.063255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e619b28c-ae4a-4cd4-b146-46347320749b · outbound

This paper cites an unresolved cited work.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.068530Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0cca7a58-21ca-46bb-aab1-7d4620fa07f6 · outbound

This paper cites an unresolved cited work.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.072864Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8e05f33-b0bc-4aec-9385-989f13418cc5 · outbound

This paper cites SQA3D: Situated Question Answering in 3D Scenes.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? SQA3D: Situated Question Answering in 3D Scenes

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.077308Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69308324-ba8f-401c-b854-fcc8111e96c3 · outbound

This paper cites Situational Awareness Matters in 3D Vision Language Reasoning.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Situational Awareness Matters in 3D Vision Language Reasoning

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-08T04:54:02.250590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a3f312d9-6618-433c-99fd-b8c4f3758180 · outbound

This paper cites an unresolved cited work.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:54:02.551946Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9c5234f-80ad-4076-b64b-727807e26e2f · outbound

This paper cites GPT-4 Technical Report.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? GPT-4 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.091326Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6189c35-a05e-4711-84b1-e3448283dcf2 · outbound

This paper cites an unresolved cited work.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:54:02.537236Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b8243ac9-a713-4747-bfef-73d64c106ee9 · outbound

This paper cites ShapeLLM: Universal 3D Object Understanding for Embodied Interaction.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? ShapeLLM: Universal 3D Object Understanding for Embodied Interaction

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.100599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e57bc5a-025a-4131-9e69-cf53be66fddd · outbound

This paper cites GPT4Point: A Unified Framework for Point-Language Understanding and Generation.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? GPT4Point: A Unified Framework for Point-Language Understanding and Generation

Reference 19

Resolution: verified exact; local_arxiv, observed 2026-08-08T04:54:02.212633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 71830009-9a0a-458a-b489-6ccb317adc7f · outbound

This paper cites an unresolved cited work.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.110609Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f43ff5da-2e39-4900-b27e-edb55be5ebce · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.115228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bab085eb-4324-4921-8de2-bf5a7aa4f482 · outbound

This paper cites an unresolved cited work.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T04:54:02.521299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a1f4ca3b-ebdc-441c-a061-efbf5d027bd3 · outbound

This paper cites PointLLM: Empowering Large Language Models to Understand Point Clouds.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? PointLLM: Empowering Large Language Models to Understand Point Clouds

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.124890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 923e75a7-626e-4223-bbb4-39188fb0d440 · outbound

This paper cites LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness.

Revisiting 3D LLM Benchmarks: Are We Really Testing 3D Capabilities? LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T04:54:02.129840Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.