Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-01T06:10:34.907872Z
Paper Citation Record · LEDGER
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning
As of 22 August 2026, this Paper Citation Record lists 10 of 10 outbound references and 0 inbound Pith citation observations for arXiv:2606.31645.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
10 of 10 outbound references displayed
- verified exact2
- verified fuzzy8
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ff755b4d-d502-4f6d-9e7a-0693e0db645f · outbound
This paper cites Qwen3-VL Technical Report.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning Qwen3-VL Technical Report
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T09:45:40.535076Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation b7f826fe-ea34-4737-b707-bcb9f64b6b9a · outbound
This paper cites Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning Spatialvlm: Endow- ing vision-language models with spatial reasoning capabili- ties
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:51.074754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation eed8534e-d25d-4fd3-a56b-e725286e71f7 · outbound
This paper cites What’s “up” with vision-language models? investigating their strug- gle with spatial reasoning.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning What’s “up” with vision-language models? investigating their strug- gle with spatial reasoning
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:51.081129Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation c72daf34-0b73-45b9-ab22-295e90c381a6 · outbound
This paper cites Viewspatial-bench: Evaluating multi-perspective spatial localization in vision-language models, 2025.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning Viewspatial-bench: Evaluating multi-perspective spatial localization in vision-language models, 2025
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:51.079183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2eb1ceef-f474-45bf-9716-e9ead734e80f · outbound
This paper cites An empirical study of catastrophic forgetting in large language models during continual fine-tuning.IEEE Transactions on Audio, Speech and Language Processing, 33:3776–3786, 2025.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning An empirical study of catastrophic forgetting in large language models during continual fine-tuning.IEEE Transactions on Audio, Speech and Language Processing, 33:3776–3786, 2025
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:51.083212Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a0ca1ec6-5235-4aeb-a4fc-a7e112a8ed2b · outbound
This paper cites RoboSpatial: Teaching spatial understanding to 2D and 3D vision-language models for robotics.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning RoboSpatial: Teaching spatial understanding to 2D and 3D vision-language models for robotics
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:51.076944Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 8ff46ac1-49d0-4bc5-b2cd-6b390bfa720f · outbound
This paper cites Robobrain 2.5: Depth in sight, time in mind.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning Robobrain 2.5: Depth in sight, time in mind
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-01T09:45:40.534588Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 99d4f1d8-e00b-464d-9e18-c74e6625cb6f · outbound
This paper cites Qwen3.5: Accelerating productivity with na- tive multimodal agents, 2026.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning Qwen3.5: Accelerating productivity with na- tive multimodal agents, 2026
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:51.087361Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 897b3651-4f3f-4196-8b57-8389bbd54d62 · outbound
This paper cites Embodiedscan: A holistic multi-modal 3d perception suite towards embodied ai.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning Embodiedscan: A holistic multi-modal 3d perception suite towards embodied ai
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:51.089654Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3020143a-ec5f-464b-9b7f-70907f99448f · outbound
This paper cites Scannet++: A high-fidelity dataset of 3d in- door scenes.
Technical Report of RoboSpatial Challenge at CVPR 2026: Selective Reasoning Activation and Reference-Frame Disambiguation for Embodied Spatial Reasoning Scannet++: A high-fidelity dataset of 3d in- door scenes
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-06T19:12:51.085272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.