{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:6MAGXBTASREAHSR2ZGEX43IPO6","merge_version":"pith-open-graph-merge-v1","event_count":3,"valid_event_count":3,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"3228f155696f077835ce2821c5a8f6ef0b3d2052db8b7866a91b6b0e3ab6fff9","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-07T16:09:30Z","title_canon_sha256":"bca3f0249b9e62defe32eac21b4056f9e02600e6e30c9585d2a5859f53e5a31c"},"schema_version":"1.0","source":{"id":"2607.06440","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.06440","created_at":"2026-07-08T01:19:25Z"},{"alias_kind":"arxiv_version","alias_value":"2607.06440v1","created_at":"2026-07-08T01:19:25Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.06440","created_at":"2026-07-08T01:19:25Z"},{"alias_kind":"pith_short_12","alias_value":"6MAGXBTASREA","created_at":"2026-07-08T01:19:25Z"},{"alias_kind":"pith_short_16","alias_value":"6MAGXBTASREAHSR2","created_at":"2026-07-08T01:19:25Z"},{"alias_kind":"pith_short_8","alias_value":"6MAGXBTA","created_at":"2026-07-08T01:19:25Z"}],"graph_snapshots":[{"event_id":"sha256:d14093ffe9faca31f78751dd67c3501d4fdc3fcd529e3398df28dc05eeffab7b","target":"graph","created_at":"2026-07-08T01:19:25Z","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/2607.06440/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent text-to-image models such as DALLE-3 excel at following diverse prompts yet remain blind to individual aesthetic preferences. We study personalized image generation, where models must align outputs with a user's implicit visual preferences based on a few historically preferred images and a short prompt. To this end, we introduce PIPBench, the first profile-inclusive benchmark for evaluating personalized image generation. We further propose a novel data construction pipeline that leverages psychological and demographic profiling dimensions for both real-user data collection and scalable ","authors_text":"Chi Zhang, Miao Liu, Shuxiang Zhang, Wee Hian Ching, Yuhang Wu","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-07T16:09:30Z","title":"PIPBench: A Profile-Inclusive Framework for Personalized Image Generation Evaluation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.06440","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:f9bd7127e0535125ad41290667c3724a1664afc42a05d21a6a4347f9fa1950cb","target":"record","created_at":"2026-07-08T01:19:25Z","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":"3228f155696f077835ce2821c5a8f6ef0b3d2052db8b7866a91b6b0e3ab6fff9","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CV","submitted_at":"2026-07-07T16:09:30Z","title_canon_sha256":"bca3f0249b9e62defe32eac21b4056f9e02600e6e30c9585d2a5859f53e5a31c"},"schema_version":"1.0","source":{"id":"2607.06440","kind":"arxiv","version":1}},"canonical_sha256":"f3006b8660944803ca3ac9897e6d0f77af0b01e4ce7af0ff894915bfd4c2a45e","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f3006b8660944803ca3ac9897e6d0f77af0b01e4ce7af0ff894915bfd4c2a45e","first_computed_at":"2026-07-08T01:19:25.306972Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-08T01:19:25.306972Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"1LnPUBupOdAb26nQgSaqnrCrQVkt1/rv1+rN4t+hFKmh8dl9G0I//ZtOhTxkbjhXGLcI2JpWg0lnFq+sAMhNBQ==","signature_status":"signed_v1","signed_at":"2026-07-08T01:19:25.307392Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.06440","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f9bd7127e0535125ad41290667c3724a1664afc42a05d21a6a4347f9fa1950cb","sha256:d14093ffe9faca31f78751dd67c3501d4fdc3fcd529e3398df28dc05eeffab7b","sha256:33eb6bd191c0a49185b66ec644567afa7de10d6de5bd41eba683b77029190b0d"],"state_sha256":"da7cc89f24b2c32968c97fdc6193ab54321d8741dbf31f0efaa57c8236e4aac6"}