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Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images
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| Published in: | ArXiv cs.CV Recent Papers |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1865127356557950976 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | ArXiv cs.CV Recent Papers |
| description | |
| discipline_display | Engineering & Technology |
| discipline_facet | Engineering & Technology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:51466 |
| institution | FRELIP |
| journal_source_facet | ArXiv cs.CV Recent Papers |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images ArXiv cs.CV Recent Papers Civil & Construction Engineering & Technology |
| sub_discipline_display | Civil & Construction |
| sub_discipline_facet | Civil & Construction |
| subject_display | ArXiv cs.CV Recent Papers Civil & Construction Engineering & Technology ArXiv cs.CV Recent Papers Civil & Construction Engineering & Technology |
| subject_facet | ArXiv cs.CV Recent Papers Civil & Construction Engineering & Technology |
| title | Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images |
| title_auth | Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images |
| title_full | Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images |
| title_fullStr | Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images |
| title_full_unstemmed | Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images |
| title_short | Beyond Localization: A Comprehensive Diagnosis of Perspective-Conditioned Spatial Reasoning in MLLMs from Omnidirectional Images |
| title_sort | beyond localization: a comprehensive diagnosis of perspective-conditioned spatial reasoning in mllms from omnidirectional images |
| topic | ArXiv cs.CV Recent Papers Civil & Construction Engineering & Technology |
| url | https://arxiv.org/abs/2605.12413v1 |