{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2026:FQPFOYWAQZ7M4FPUWHI3WPI5SN","short_pith_number":"pith:FQPFOYWA","canonical_record":{"source":{"id":"2602.23622","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-27T02:59:34Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"9933fbf6b1544af3a6dd1baacf37ec2514196cea59fb33414e2f5e27aa040997","abstract_canon_sha256":"130e814fc77982d9b2980165222816d87d0cc8cd66d88d20f399d2c1ce328ac1"},"schema_version":"1.0"},"canonical_sha256":"2c1e5762c0867ece15f4b1d1bb3d1d937ca438a0477620c5ac5a04dc844a3805","source":{"kind":"arxiv","id":"2602.23622","version":2},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.23622","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"arxiv_version","alias_value":"2602.23622v2","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.23622","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"pith_short_12","alias_value":"FQPFOYWAQZ7M","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"pith_short_16","alias_value":"FQPFOYWAQZ7M4FPU","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"pith_short_8","alias_value":"FQPFOYWA","created_at":"2026-05-20T01:05:09Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2026:FQPFOYWAQZ7M4FPUWHI3WPI5SN","target":"record","payload":{"canonical_record":{"source":{"id":"2602.23622","kind":"arxiv","version":2},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-27T02:59:34Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"9933fbf6b1544af3a6dd1baacf37ec2514196cea59fb33414e2f5e27aa040997","abstract_canon_sha256":"130e814fc77982d9b2980165222816d87d0cc8cd66d88d20f399d2c1ce328ac1"},"schema_version":"1.0"},"canonical_sha256":"2c1e5762c0867ece15f4b1d1bb3d1d937ca438a0477620c5ac5a04dc844a3805","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-20T01:05:09.869041Z","signature_b64":"W6yzh4KlBM1BI+ihy/2wz/xCqOWBlu9HbwNyhqa7k1e0ucfm47dhab8JST4kMVmOrKlEvIGiFubtRIbHe6xQCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2c1e5762c0867ece15f4b1d1bb3d1d937ca438a0477620c5ac5a04dc844a3805","last_reissued_at":"2026-05-20T01:05:09.868190Z","signature_status":"signed_v1","first_computed_at":"2026-05-20T01:05:09.868190Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2602.23622","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":"2026-05-20T01:05:09Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wyPMyZ8h3c3R5/SvAg1yMjT+utgkNnKAdYbH2JntzDEBy+9anvYsZVls+M/s72vzTIElyd1hpdnKbYuYu04aAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-22T08:02:13.613081Z"},"content_sha256":"ac55a485b1e862a7315ce0a5d0bddc6a95fa686d3f2f628366ed7bec7109a1ee","schema_version":"1.0","event_id":"sha256:ac55a485b1e862a7315ce0a5d0bddc6a95fa686d3f2f628366ed7bec7109a1ee"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2026:FQPFOYWAQZ7M4FPUWHI3WPI5SN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.CV","authors_text":"Boxian Ai, Chenhao Huang, Fengjiao Chen, Jun Kuang, Shibo Hong, Wei Wang, Yixin Cao, Zhongyuan Peng","submitted_at":"2026-02-27T02:59:34Z","abstract_excerpt":"Significant progress has been made in the field of Instruction-based Image Editing Models (IIEMs). However, while these models demonstrate plausible adherence to instructions and strong reasoning ability on current benchmarks, their ability to edit small objects remains underexplored, despite its importance for precise local editing and refining details in both real and generated images. In this paper, we introduce DeepLookEditBench (DLEBench), the first benchmark dedicated to assessing the abilities of IIEMs in editing small-scale objects. Specifically, we construct a challenging testbed comp"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.23622","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/2602.23622/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":"2026-05-20T01:05:09Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"J4neQK6r8i4YJySNUIxoGM+XZiwU0RskyWNSTieuht0U9ZiMw3phKPcNNrNhyVZhZnh5HJbNp71iqeiA0SNiAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-05-22T08:02:13.613584Z"},"content_sha256":"4de9954a1e7a68c0f33247329e02da8f1402868b5ec48b4ea607322c23669317","schema_version":"1.0","event_id":"sha256:4de9954a1e7a68c0f33247329e02da8f1402868b5ec48b4ea607322c23669317"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/FQPFOYWAQZ7M4FPUWHI3WPI5SN/bundle.json","state_url":"https://pith.science/pith/FQPFOYWAQZ7M4FPUWHI3WPI5SN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/FQPFOYWAQZ7M4FPUWHI3WPI5SN/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":"2026-05-22T08:02:13Z","links":{"resolver":"https://pith.science/pith/FQPFOYWAQZ7M4FPUWHI3WPI5SN","bundle":"https://pith.science/pith/FQPFOYWAQZ7M4FPUWHI3WPI5SN/bundle.json","state":"https://pith.science/pith/FQPFOYWAQZ7M4FPUWHI3WPI5SN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/FQPFOYWAQZ7M4FPUWHI3WPI5SN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:FQPFOYWAQZ7M4FPUWHI3WPI5SN","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":"130e814fc77982d9b2980165222816d87d0cc8cd66d88d20f399d2c1ce328ac1","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-27T02:59:34Z","title_canon_sha256":"9933fbf6b1544af3a6dd1baacf37ec2514196cea59fb33414e2f5e27aa040997"},"schema_version":"1.0","source":{"id":"2602.23622","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2602.23622","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"arxiv_version","alias_value":"2602.23622v2","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2602.23622","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"pith_short_12","alias_value":"FQPFOYWAQZ7M","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"pith_short_16","alias_value":"FQPFOYWAQZ7M4FPU","created_at":"2026-05-20T01:05:09Z"},{"alias_kind":"pith_short_8","alias_value":"FQPFOYWA","created_at":"2026-05-20T01:05:09Z"}],"graph_snapshots":[{"event_id":"sha256:4de9954a1e7a68c0f33247329e02da8f1402868b5ec48b4ea607322c23669317","target":"graph","created_at":"2026-05-20T01:05:09Z","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/2602.23622/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Significant progress has been made in the field of Instruction-based Image Editing Models (IIEMs). However, while these models demonstrate plausible adherence to instructions and strong reasoning ability on current benchmarks, their ability to edit small objects remains underexplored, despite its importance for precise local editing and refining details in both real and generated images. In this paper, we introduce DeepLookEditBench (DLEBench), the first benchmark dedicated to assessing the abilities of IIEMs in editing small-scale objects. Specifically, we construct a challenging testbed comp","authors_text":"Boxian Ai, Chenhao Huang, Fengjiao Chen, Jun Kuang, Shibo Hong, Wei Wang, Yixin Cao, Zhongyuan Peng","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-27T02:59:34Z","title":"DLEBench: Evaluating Small-scale Object Editing Ability for Instruction-based Image Editing Model"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2602.23622","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:ac55a485b1e862a7315ce0a5d0bddc6a95fa686d3f2f628366ed7bec7109a1ee","target":"record","created_at":"2026-05-20T01:05:09Z","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":"130e814fc77982d9b2980165222816d87d0cc8cd66d88d20f399d2c1ce328ac1","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CV","submitted_at":"2026-02-27T02:59:34Z","title_canon_sha256":"9933fbf6b1544af3a6dd1baacf37ec2514196cea59fb33414e2f5e27aa040997"},"schema_version":"1.0","source":{"id":"2602.23622","kind":"arxiv","version":2}},"canonical_sha256":"2c1e5762c0867ece15f4b1d1bb3d1d937ca438a0477620c5ac5a04dc844a3805","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2c1e5762c0867ece15f4b1d1bb3d1d937ca438a0477620c5ac5a04dc844a3805","first_computed_at":"2026-05-20T01:05:09.868190Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-20T01:05:09.868190Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"W6yzh4KlBM1BI+ihy/2wz/xCqOWBlu9HbwNyhqa7k1e0ucfm47dhab8JST4kMVmOrKlEvIGiFubtRIbHe6xQCQ==","signature_status":"signed_v1","signed_at":"2026-05-20T01:05:09.869041Z","signed_message":"canonical_sha256_bytes"},"source_id":"2602.23622","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ac55a485b1e862a7315ce0a5d0bddc6a95fa686d3f2f628366ed7bec7109a1ee","sha256:4de9954a1e7a68c0f33247329e02da8f1402868b5ec48b4ea607322c23669317"],"state_sha256":"dcb1f5abc9d1ce5f844509a6ba1d640d7a0f3d6402f127a11e157cded3d62fbe"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SJ0s/R0Lz1268rfGYCHN3NxIqzMxFG5DUYyG5JSuyNwpRrY/ls7Q0F9rzCO/RcQeo5spDea3LwfGWqbmFdSjDw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-05-22T08:02:13.616568Z","bundle_sha256":"d2f5acae6577db02d10a770adcabd42285d9b0f7b94f6d1e75acb18b5d0b9493"}}