{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:2AH6BLSAOQINHESDHAUWLLIRRT","short_pith_number":"pith:2AH6BLSA","canonical_record":{"source":{"id":"2505.19571","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-26T06:37:11Z","cross_cats_sorted":[],"title_canon_sha256":"dd672666411021167d64ec04ab01ea1f9cb8d79c243a42e308ddb632fe85fe1e","abstract_canon_sha256":"792b31d3041be16facaf74f7c09e0f0a469c7cea34fd4e88271f593d580fb9ee"},"schema_version":"1.0"},"canonical_sha256":"d00fe0ae407410d39243382965ad118cc12b5a14a2acef796da359a724f0ed03","source":{"kind":"arxiv","id":"2505.19571","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.19571","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"arxiv_version","alias_value":"2505.19571v1","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.19571","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"pith_short_12","alias_value":"2AH6BLSAOQIN","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"pith_short_16","alias_value":"2AH6BLSAOQINHESD","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"pith_short_8","alias_value":"2AH6BLSA","created_at":"2026-07-05T11:09:32Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:2AH6BLSAOQINHESDHAUWLLIRRT","target":"record","payload":{"canonical_record":{"source":{"id":"2505.19571","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-26T06:37:11Z","cross_cats_sorted":[],"title_canon_sha256":"dd672666411021167d64ec04ab01ea1f9cb8d79c243a42e308ddb632fe85fe1e","abstract_canon_sha256":"792b31d3041be16facaf74f7c09e0f0a469c7cea34fd4e88271f593d580fb9ee"},"schema_version":"1.0"},"canonical_sha256":"d00fe0ae407410d39243382965ad118cc12b5a14a2acef796da359a724f0ed03","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:09:32.764377Z","signature_b64":"RlVfy2PzWkbm2/lhq1I6M7w+Zu3E/qIyboc+wBb1WWZeye7Yk+k3MPbC/j4TNt/h+KNg5JwAhpadDtMEdjZbDw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"d00fe0ae407410d39243382965ad118cc12b5a14a2acef796da359a724f0ed03","last_reissued_at":"2026-07-05T11:09:32.763737Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:09:32.763737Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2505.19571","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T11:09:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"X2H4cU+0aN+Ud001Za+5fHNBmQxrIBE6oG2f6CBn5sMF6qX13vBZ5zPaRDAl/yURaol3l2uYgVjJpmmgq3IwCw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:35:05.017685Z"},"content_sha256":"e964d8b599337fde4dc0ccee781bad45de092b439d0bf545aca0e8ef273cfc83","schema_version":"1.0","event_id":"sha256:e964d8b599337fde4dc0ccee781bad45de092b439d0bf545aca0e8ef273cfc83"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:2AH6BLSAOQINHESDHAUWLLIRRT","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"VTBench: Comprehensive Benchmark Suite Towards Real-World Virtual Try-on Models","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Fu Yanwei, Hu Xiaobin, Liang Yujie, Luo Donghao, Peng Xu, Wang Chengjie, Zhang Jiangning, Zhu Junwei","submitted_at":"2025-05-26T06:37:11Z","abstract_excerpt":"While virtual try-on has achieved significant progress, evaluating these models towards real-world scenarios remains a challenge. A comprehensive benchmark is essential for three key reasons:(1) Current metrics inadequately reflect human perception, particularly in unpaired try-on settings;(2)Most existing test sets are limited to indoor scenarios, lacking complexity for real-world evaluation; and (3) An ideal system should guide future advancements in virtual try-on generation. To address these needs, we introduce VTBench, a hierarchical benchmark suite that systematically decomposes virtual "},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.19571","kind":"arxiv","version":1},"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/2505.19571/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":"2026-07-05T11:09:32Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"ePQYUPSpzxNDwDGMBVimSlvzPcMbUOwULWZ6WyFHJvQMYrvhaCQdXvPw9UGJUQPJmmEUYREX6DFOMH2uajR5Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T22:35:05.018205Z"},"content_sha256":"c61b0bc73a11e723a8e7561d7cc6e744894d4131842a61d46247b7cb2bff238a","schema_version":"1.0","event_id":"sha256:c61b0bc73a11e723a8e7561d7cc6e744894d4131842a61d46247b7cb2bff238a"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/2AH6BLSAOQINHESDHAUWLLIRRT/bundle.json","state_url":"https://pith.science/pith/2AH6BLSAOQINHESDHAUWLLIRRT/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/2AH6BLSAOQINHESDHAUWLLIRRT/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":"2026-08-07T22:35:05Z","links":{"resolver":"https://pith.science/pith/2AH6BLSAOQINHESDHAUWLLIRRT","bundle":"https://pith.science/pith/2AH6BLSAOQINHESDHAUWLLIRRT/bundle.json","state":"https://pith.science/pith/2AH6BLSAOQINHESDHAUWLLIRRT/state.json","well_known_bundle":"https://pith.science/.well-known/pith/2AH6BLSAOQINHESDHAUWLLIRRT/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:2AH6BLSAOQINHESDHAUWLLIRRT","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":"792b31d3041be16facaf74f7c09e0f0a469c7cea34fd4e88271f593d580fb9ee","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-26T06:37:11Z","title_canon_sha256":"dd672666411021167d64ec04ab01ea1f9cb8d79c243a42e308ddb632fe85fe1e"},"schema_version":"1.0","source":{"id":"2505.19571","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2505.19571","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"arxiv_version","alias_value":"2505.19571v1","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2505.19571","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"pith_short_12","alias_value":"2AH6BLSAOQIN","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"pith_short_16","alias_value":"2AH6BLSAOQINHESD","created_at":"2026-07-05T11:09:32Z"},{"alias_kind":"pith_short_8","alias_value":"2AH6BLSA","created_at":"2026-07-05T11:09:32Z"}],"graph_snapshots":[{"event_id":"sha256:c61b0bc73a11e723a8e7561d7cc6e744894d4131842a61d46247b7cb2bff238a","target":"graph","created_at":"2026-07-05T11:09:32Z","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/2505.19571/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"While virtual try-on has achieved significant progress, evaluating these models towards real-world scenarios remains a challenge. A comprehensive benchmark is essential for three key reasons:(1) Current metrics inadequately reflect human perception, particularly in unpaired try-on settings;(2)Most existing test sets are limited to indoor scenarios, lacking complexity for real-world evaluation; and (3) An ideal system should guide future advancements in virtual try-on generation. To address these needs, we introduce VTBench, a hierarchical benchmark suite that systematically decomposes virtual ","authors_text":"Fu Yanwei, Hu Xiaobin, Liang Yujie, Luo Donghao, Peng Xu, Wang Chengjie, Zhang Jiangning, Zhu Junwei","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-26T06:37:11Z","title":"VTBench: Comprehensive Benchmark Suite Towards Real-World Virtual Try-on Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2505.19571","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:e964d8b599337fde4dc0ccee781bad45de092b439d0bf545aca0e8ef273cfc83","target":"record","created_at":"2026-07-05T11:09:32Z","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":"792b31d3041be16facaf74f7c09e0f0a469c7cea34fd4e88271f593d580fb9ee","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2025-05-26T06:37:11Z","title_canon_sha256":"dd672666411021167d64ec04ab01ea1f9cb8d79c243a42e308ddb632fe85fe1e"},"schema_version":"1.0","source":{"id":"2505.19571","kind":"arxiv","version":1}},"canonical_sha256":"d00fe0ae407410d39243382965ad118cc12b5a14a2acef796da359a724f0ed03","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d00fe0ae407410d39243382965ad118cc12b5a14a2acef796da359a724f0ed03","first_computed_at":"2026-07-05T11:09:32.763737Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:09:32.763737Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RlVfy2PzWkbm2/lhq1I6M7w+Zu3E/qIyboc+wBb1WWZeye7Yk+k3MPbC/j4TNt/h+KNg5JwAhpadDtMEdjZbDw==","signature_status":"signed_v1","signed_at":"2026-07-05T11:09:32.764377Z","signed_message":"canonical_sha256_bytes"},"source_id":"2505.19571","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:e964d8b599337fde4dc0ccee781bad45de092b439d0bf545aca0e8ef273cfc83","sha256:c61b0bc73a11e723a8e7561d7cc6e744894d4131842a61d46247b7cb2bff238a"],"state_sha256":"20f3828aaa60f351d3825651989f09ba4c23961c7fbf34a0b2414de30275566f"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"dQKFkS34pLwqur9lmoEsPT9wKA/bS2zM6a09rRPTmlna+RBqbvVzj1J6oN6y5nUkiFOVDRM58fDHXsSWfRwBDA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T22:35:05.022318Z","bundle_sha256":"a8676ce5adcbebb6072828d4de4688a07dce03cb015807b6173a83c246a11cbb"}}