{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:MCWZQS62EMPE3BOXWDXBTII3KI","short_pith_number":"pith:MCWZQS62","canonical_record":{"source":{"id":"2506.04715","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-05T07:40:12Z","cross_cats_sorted":[],"title_canon_sha256":"3d751cf21bfd0d274af30db17f6f9f49cd8458e6232d08ea39d229a508c62781","abstract_canon_sha256":"03897f3f6dd327d4b068888e54878eb40fd33f90ea2ab463de29129a88a1181e"},"schema_version":"1.0"},"canonical_sha256":"60ad984bda231e4d85d7b0ee19a11b52086ce066f62e2b9a6b519cd70f52d6ee","source":{"kind":"arxiv","id":"2506.04715","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.04715","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"arxiv_version","alias_value":"2506.04715v2","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.04715","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"pith_short_12","alias_value":"MCWZQS62EMPE","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"pith_short_16","alias_value":"MCWZQS62EMPE3BOX","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"pith_short_8","alias_value":"MCWZQS62","created_at":"2026-07-05T11:20:12Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:MCWZQS62EMPE3BOXWDXBTII3KI","target":"record","payload":{"canonical_record":{"source":{"id":"2506.04715","kind":"arxiv","version":2},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-05T07:40:12Z","cross_cats_sorted":[],"title_canon_sha256":"3d751cf21bfd0d274af30db17f6f9f49cd8458e6232d08ea39d229a508c62781","abstract_canon_sha256":"03897f3f6dd327d4b068888e54878eb40fd33f90ea2ab463de29129a88a1181e"},"schema_version":"1.0"},"canonical_sha256":"60ad984bda231e4d85d7b0ee19a11b52086ce066f62e2b9a6b519cd70f52d6ee","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:20:12.871532Z","signature_b64":"bk8zAA0N6d/YCJFnikeMIldMxeg81NdZgdCD3sdUXrKpKCbxcLTx8NVYn+R4l3I/IZ0TZD5DGdMSjta3kwr+DQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"60ad984bda231e4d85d7b0ee19a11b52086ce066f62e2b9a6b519cd70f52d6ee","last_reissued_at":"2026-07-05T11:20:12.870988Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:20:12.870988Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.04715","source_version":2,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:20:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"hOIT5p02GOibiiZCZBINfcwmV/9NWHfSgVguNBIFh9P+sCOOPYKy8VJORV7wV3E6q4ScBG/usMseemPYt8NoCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-31T23:35:05.434691Z"},"content_sha256":"f53e9287fb14692a41efae70171ee20cde3bcb40ab8327bd38429e7f71302472","schema_version":"1.0","event_id":"sha256:f53e9287fb14692a41efae70171ee20cde3bcb40ab8327bd38429e7f71302472"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:MCWZQS62EMPE3BOXWDXBTII3KI","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Towards Holistic Visual Quality Assessment of AI-Generated Videos: A LLM-Based Multi-Dimensional Evaluation Model","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Chaoyang Zhang, Da Pan, Fei Zhao, Ping Shi, Shuqi Wang, Zefeng Ying, Zelu Qi","submitted_at":"2025-06-05T07:40:12Z","abstract_excerpt":"The development of AI-Generated Video (AIGV) technology has been remarkable in recent years, significantly transforming the paradigm of video content production. However, AIGVs still suffer from noticeable visual quality defects, such as noise, blurriness, frame jitter and low dynamic degree, which severely impact the user's viewing experience. Therefore, an effective automatic visual quality assessment is of great importance for AIGV content regulation and generative model improvement. In this work, we decompose the visual quality of AIGVs into three dimensions: technical quality, motion qual"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.04715","kind":"arxiv","version":2},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2506.04715/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:20:12Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"zej0iLSaWW7g2IRc/BoFCE/Z7A1H0REweZltee+rG5bXVFL+mZVkQXmOy71CNc83FfMovOEpoSa2jMDF5yvCCg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-31T23:35:05.435291Z"},"content_sha256":"0324aac4a55d1a48c512f1f95961e3574755a7c0dc697ca8f410388a09ce1cf2","schema_version":"1.0","event_id":"sha256:0324aac4a55d1a48c512f1f95961e3574755a7c0dc697ca8f410388a09ce1cf2"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/MCWZQS62EMPE3BOXWDXBTII3KI/bundle.json","state_url":"https://pith.science/pith/MCWZQS62EMPE3BOXWDXBTII3KI/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/MCWZQS62EMPE3BOXWDXBTII3KI/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-31T23:35:05Z","links":{"resolver":"https://pith.science/pith/MCWZQS62EMPE3BOXWDXBTII3KI","bundle":"https://pith.science/pith/MCWZQS62EMPE3BOXWDXBTII3KI/bundle.json","state":"https://pith.science/pith/MCWZQS62EMPE3BOXWDXBTII3KI/state.json","well_known_bundle":"https://pith.science/.well-known/pith/MCWZQS62EMPE3BOXWDXBTII3KI/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:MCWZQS62EMPE3BOXWDXBTII3KI","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":"03897f3f6dd327d4b068888e54878eb40fd33f90ea2ab463de29129a88a1181e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-05T07:40:12Z","title_canon_sha256":"3d751cf21bfd0d274af30db17f6f9f49cd8458e6232d08ea39d229a508c62781"},"schema_version":"1.0","source":{"id":"2506.04715","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.04715","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"arxiv_version","alias_value":"2506.04715v2","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.04715","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"pith_short_12","alias_value":"MCWZQS62EMPE","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"pith_short_16","alias_value":"MCWZQS62EMPE3BOX","created_at":"2026-07-05T11:20:12Z"},{"alias_kind":"pith_short_8","alias_value":"MCWZQS62","created_at":"2026-07-05T11:20:12Z"}],"graph_snapshots":[{"event_id":"sha256:0324aac4a55d1a48c512f1f95961e3574755a7c0dc697ca8f410388a09ce1cf2","target":"graph","created_at":"2026-07-05T11:20:12Z","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/2506.04715/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The development of AI-Generated Video (AIGV) technology has been remarkable in recent years, significantly transforming the paradigm of video content production. However, AIGVs still suffer from noticeable visual quality defects, such as noise, blurriness, frame jitter and low dynamic degree, which severely impact the user's viewing experience. Therefore, an effective automatic visual quality assessment is of great importance for AIGV content regulation and generative model improvement. In this work, we decompose the visual quality of AIGVs into three dimensions: technical quality, motion qual","authors_text":"Chaoyang Zhang, Da Pan, Fei Zhao, Ping Shi, Shuqi Wang, Zefeng Ying, Zelu Qi","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-05T07:40:12Z","title":"Towards Holistic Visual Quality Assessment of AI-Generated Videos: A LLM-Based Multi-Dimensional Evaluation Model"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.04715","kind":"arxiv","version":2},"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:f53e9287fb14692a41efae70171ee20cde3bcb40ab8327bd38429e7f71302472","target":"record","created_at":"2026-07-05T11:20:12Z","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":"03897f3f6dd327d4b068888e54878eb40fd33f90ea2ab463de29129a88a1181e","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-06-05T07:40:12Z","title_canon_sha256":"3d751cf21bfd0d274af30db17f6f9f49cd8458e6232d08ea39d229a508c62781"},"schema_version":"1.0","source":{"id":"2506.04715","kind":"arxiv","version":2}},"canonical_sha256":"60ad984bda231e4d85d7b0ee19a11b52086ce066f62e2b9a6b519cd70f52d6ee","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"60ad984bda231e4d85d7b0ee19a11b52086ce066f62e2b9a6b519cd70f52d6ee","first_computed_at":"2026-07-05T11:20:12.870988Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:20:12.870988Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"bk8zAA0N6d/YCJFnikeMIldMxeg81NdZgdCD3sdUXrKpKCbxcLTx8NVYn+R4l3I/IZ0TZD5DGdMSjta3kwr+DQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:20:12.871532Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.04715","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f53e9287fb14692a41efae70171ee20cde3bcb40ab8327bd38429e7f71302472","sha256:0324aac4a55d1a48c512f1f95961e3574755a7c0dc697ca8f410388a09ce1cf2"],"state_sha256":"45d10bf413f8517db70f02b8cf1e0d9d4f5db6eb1031e7db067447bafbb16d50"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"izFsUF/g6cbNQPjaCEgL4H3eVQq5VFyfg3IzEOw1oRpiSIyWi5t07YhmZaFge3ZMbycSTxSnTlRXrGiCHpuYDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-31T23:35:05.440153Z","bundle_sha256":"8be5b6652a942d7cdb70dedcdcb71a2ea5b9fc062b6cc06649745291cc8fb0f5"}}