{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:PXCU7MIBJ6Y6E4SED4VC7WTS27","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":"a74427c742216009ee8620647f70ba1a0dae80642c787794dbb7732d50cb6544","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-05-28T06:56:33Z","title_canon_sha256":"b07939c3955de4a3964f8b401d750fa4e9926ab019c7d80353ce589c0cc7d625"},"schema_version":"1.0","source":{"id":"2605.29462","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.29462","created_at":"2026-05-29T01:05:40Z"},{"alias_kind":"arxiv_version","alias_value":"2605.29462v1","created_at":"2026-05-29T01:05:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.29462","created_at":"2026-05-29T01:05:40Z"},{"alias_kind":"pith_short_12","alias_value":"PXCU7MIBJ6Y6","created_at":"2026-05-29T01:05:40Z"},{"alias_kind":"pith_short_16","alias_value":"PXCU7MIBJ6Y6E4SE","created_at":"2026-05-29T01:05:40Z"},{"alias_kind":"pith_short_8","alias_value":"PXCU7MIB","created_at":"2026-05-29T01:05:40Z"}],"graph_snapshots":[{"event_id":"sha256:bfe0f38eca9cf131c2796342e530eabf26c1498f9af6ae4bb7ee706f845645d9","target":"graph","created_at":"2026-05-29T01:05:40Z","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/2605.29462/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The emergence of Large Vision-Language Models (LVLMs) has substantially expanded model capabilities beyond text-only understanding, enabling unified inference across both visual and textual modalities and supporting a broader range of real-world applications. To comprehensively evaluate the perception, understanding, reasoning, and cognition capabilities of LVLMs throughout the entire financial business workflow in Chinese contexts, we introduce CFMME, a novel Chinese financial multimodal evaluation benchmark. CFMME comprises 6,052 instances spanning from fundamental academic knowledge to comp","authors_text":"Chi Zhang, Feng Chen, Lifan Guo, Qian Chen, Xianyin Zhang, Yanzhi Liu","cross_cats":["cs.AI"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-05-28T06:56:33Z","title":"Benchmarking Large Vision-Language Models on CFMME: A Comprehensive Chinese Financial Multimodal Evaluation Dataset"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.29462","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":"sha256:1777cc9b73a82c774dc9cca4ac63aaba2deea7fe49fa8f1f4da19912e6287d1b","target":"record","created_at":"2026-05-29T01:05:40Z","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":"a74427c742216009ee8620647f70ba1a0dae80642c787794dbb7732d50cb6544","cross_cats_sorted":["cs.AI"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2026-05-28T06:56:33Z","title_canon_sha256":"b07939c3955de4a3964f8b401d750fa4e9926ab019c7d80353ce589c0cc7d625"},"schema_version":"1.0","source":{"id":"2605.29462","kind":"arxiv","version":1}},"canonical_sha256":"7dc54fb1014fb1e272441f2a2fda72d7fb10ee454011e73c89ae569c1c054180","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7dc54fb1014fb1e272441f2a2fda72d7fb10ee454011e73c89ae569c1c054180","first_computed_at":"2026-05-29T01:05:40.870207Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-29T01:05:40.870207Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"WDkgffIl+1Bp8X6odxHfhimH7KDRdnn2qzSgyQYnMP5aeJKK28yH/JaxgsdvCErg8F5bPzFWu+2OTUMH7DatAg==","signature_status":"signed_v1","signed_at":"2026-05-29T01:05:40.871009Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.29462","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1777cc9b73a82c774dc9cca4ac63aaba2deea7fe49fa8f1f4da19912e6287d1b","sha256:bfe0f38eca9cf131c2796342e530eabf26c1498f9af6ae4bb7ee706f845645d9"],"state_sha256":"a6286b131b470e8fadf0ee21f54fbfe3fed0611d161b2e94ba41d43cd0daf4ec"}