{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:ZPLXFQGC34NVV3F75XUXXTTK3P","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"a01db71ef0039eb35acaec640b019ce1e28ad1957af203700f11758c5b3d0339","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-28T03:29:19Z","title_canon_sha256":"ebe839f05a1ec2b162eda525ca5a7ea1e51e7dad196881c36a3a94ffa51ab7c3"},"schema_version":"1.0","source":{"id":"2607.25239","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.25239","created_at":"2026-07-29T00:25:10Z"},{"alias_kind":"arxiv_version","alias_value":"2607.25239v1","created_at":"2026-07-29T00:25:10Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.25239","created_at":"2026-07-29T00:25:10Z"},{"alias_kind":"pith_short_12","alias_value":"ZPLXFQGC34NV","created_at":"2026-07-29T00:25:10Z"},{"alias_kind":"pith_short_16","alias_value":"ZPLXFQGC34NVV3F7","created_at":"2026-07-29T00:25:10Z"},{"alias_kind":"pith_short_8","alias_value":"ZPLXFQGC","created_at":"2026-07-29T00:25:10Z"}],"graph_snapshots":[{"event_id":"sha256:50304a0d4b515312f51f69f6a7a480f4cabb9658f0e6e14ad5a8e32c4937e634","target":"graph","created_at":"2026-07-29T00:25:10Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2607.25239/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Referring multi-object tracking (RMOT) extends tracking from category-driven perception to language-guided understanding by grounding object trajectories in natural-language expressions. Despite recent progress, existing RMOT studies are largely conducted under in-domain settings, leaving the robustness of language-conditioned tracking under inevitable visual domain shifts unexplored. In this paper, we study Cross-Domain Referring Multi-Object Tracking (CD-RMOT), a new and challenging problem that evaluates whether an RMOT model trained on a labeled source domain can reliably follow natural-la","authors_text":"Likai Wang, Ruize Han, Wei Feng, Xiangqun Zhang, Zekun Qian","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-28T03:29:19Z","title":"CD-RMOT-Bench: Benchmarking the Cross-Domain Referring Multi-Object Tracking"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.25239","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:18ca3dc6e5b568bd0715481606a32ff15b5d713da866137089c62988fccd9473","target":"record","created_at":"2026-07-29T00:25:10Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"a01db71ef0039eb35acaec640b019ce1e28ad1957af203700f11758c5b3d0339","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-28T03:29:19Z","title_canon_sha256":"ebe839f05a1ec2b162eda525ca5a7ea1e51e7dad196881c36a3a94ffa51ab7c3"},"schema_version":"1.0","source":{"id":"2607.25239","kind":"arxiv","version":1}},"canonical_sha256":"cbd772c0c2df1b5aecbfede97bce6adbfd4807edcc7a775f9089992eba9a63bf","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"cbd772c0c2df1b5aecbfede97bce6adbfd4807edcc7a775f9089992eba9a63bf","first_computed_at":"2026-07-29T00:25:10.258205Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-29T00:25:10.258205Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"4oX/fpK9U3q7PA/hgcdZOQkGzyqqcGDV9mvXCaBBh+TqD92Qhth3MFB/DHjkU/Niq+BRUs/sWagXdasrqYYNDA==","signature_status":"signed_v1","signed_at":"2026-07-29T00:25:10.259118Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.25239","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:18ca3dc6e5b568bd0715481606a32ff15b5d713da866137089c62988fccd9473","sha256:50304a0d4b515312f51f69f6a7a480f4cabb9658f0e6e14ad5a8e32c4937e634"],"state_sha256":"3a11d472a2069e6db1dcdacb98e68eb2e54c052a89e8cc96d2e6cfd97e322364"}