{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2026:XRW42YZ7SID6OI7IQ7XLAKGGAE","short_pith_number":"pith:XRW42YZ7","schema_version":"1.0","canonical_sha256":"bc6dcd633f9207e723e887eeb028c6013227d4d08dc71dd14fa907dd529f0ec4","source":{"kind":"arxiv","id":"2605.26918","version":1},"attestation_state":"computed","paper":{"title":"Are Video Models Zero-Shot Learners and Reasoners in Education? EduVideoBench, A Knowledge-Skills-Attitude Benchmark for Educational Video Generation","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Chaerin Lee, Haeun Park, Harmony Jung, Hoyoung Ahn, Hye Jin Kim, Hyunji Lee, Jaehyeon Park, Jahyun Jeong, Jeongjin Lee, Seonmin Eun, Seonmin Jin, Soohwan Lee, Sun-ok Ryu, Sunyoung Shin, Unggi Lee, Yeil Jeong, Yoon Choi, Yoorim Son, Young-Seok Oh","submitted_at":"2026-05-26T12:16:41Z","abstract_excerpt":"Video generation models (VGMs) are rapidly entering classrooms, yet existing benchmarks evaluate only perceptual quality, intrinsic faithfulness, generic safety, or video as a reasoning medium, and none assesses whether the outputs are educationally valid. In this work, we present EduVideoBench, the first balanced benchmark in the education domain, grounded in the Knowledge-Skills-Attitude (KSA) framework so that pedagogical adequacy and educational safety are evaluated jointly rather than as ad-hoc quality dimensions. Across five frontier VGMs, our results show substantial room for improvemen"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2605.26918","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-05-26T12:16:41Z","cross_cats_sorted":[],"title_canon_sha256":"b225ba8239367a218bbee633bc00ae5741547bc877e43dec672f4d22bd7827a5","abstract_canon_sha256":"39fddf7b6dc2d45b373240aa964aef1148c1f37505567c7220039cd606f619f5"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-27T01:06:19.767236Z","signature_b64":"Ai6s8+5PCIQRl/myztklegUM7iihscg6rkaEcSG/3uC8kjr0ujCBSSL4ortECTd/nLXThfuzSAUF6vbDb1oXAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bc6dcd633f9207e723e887eeb028c6013227d4d08dc71dd14fa907dd529f0ec4","last_reissued_at":"2026-05-27T01:06:19.766669Z","signature_status":"signed_v1","first_computed_at":"2026-05-27T01:06:19.766669Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Are Video Models Zero-Shot Learners and Reasoners in Education? EduVideoBench, A Knowledge-Skills-Attitude Benchmark for Educational Video Generation","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":[],"primary_cat":"cs.CL","authors_text":"Chaerin Lee, Haeun Park, Harmony Jung, Hoyoung Ahn, Hye Jin Kim, Hyunji Lee, Jaehyeon Park, Jahyun Jeong, Jeongjin Lee, Seonmin Eun, Seonmin Jin, Soohwan Lee, Sun-ok Ryu, Sunyoung Shin, Unggi Lee, Yeil Jeong, Yoon Choi, Yoorim Son, Young-Seok Oh","submitted_at":"2026-05-26T12:16:41Z","abstract_excerpt":"Video generation models (VGMs) are rapidly entering classrooms, yet existing benchmarks evaluate only perceptual quality, intrinsic faithfulness, generic safety, or video as a reasoning medium, and none assesses whether the outputs are educationally valid. In this work, we present EduVideoBench, the first balanced benchmark in the education domain, grounded in the Knowledge-Skills-Attitude (KSA) framework so that pedagogical adequacy and educational safety are evaluated jointly rather than as ad-hoc quality dimensions. Across five frontier VGMs, our results show substantial room for improvemen"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.26918","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/2605.26918/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"},"aliases":[{"alias_kind":"arxiv","alias_value":"2605.26918","created_at":"2026-05-27T01:06:19.766760+00:00"},{"alias_kind":"arxiv_version","alias_value":"2605.26918v1","created_at":"2026-05-27T01:06:19.766760+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.26918","created_at":"2026-05-27T01:06:19.766760+00:00"},{"alias_kind":"pith_short_12","alias_value":"XRW42YZ7SID6","created_at":"2026-05-27T01:06:19.766760+00:00"},{"alias_kind":"pith_short_16","alias_value":"XRW42YZ7SID6OI7I","created_at":"2026-05-27T01:06:19.766760+00:00"},{"alias_kind":"pith_short_8","alias_value":"XRW42YZ7","created_at":"2026-05-27T01:06:19.766760+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE","json":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE.json","graph_json":"https://pith.science/api/pith-number/XRW42YZ7SID6OI7IQ7XLAKGGAE/graph.json","events_json":"https://pith.science/api/pith-number/XRW42YZ7SID6OI7IQ7XLAKGGAE/events.json","paper":"https://pith.science/paper/XRW42YZ7"},"agent_actions":{"view_html":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE","download_json":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE.json","view_paper":"https://pith.science/paper/XRW42YZ7","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2605.26918&json=true","fetch_graph":"https://pith.science/api/pith-number/XRW42YZ7SID6OI7IQ7XLAKGGAE/graph.json","fetch_events":"https://pith.science/api/pith-number/XRW42YZ7SID6OI7IQ7XLAKGGAE/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE/action/timestamp_anchor","attest_storage":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE/action/storage_attestation","attest_author":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE/action/author_attestation","sign_citation":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE/action/citation_signature","submit_replication":"https://pith.science/pith/XRW42YZ7SID6OI7IQ7XLAKGGAE/action/replication_record"}},"created_at":"2026-05-27T01:06:19.766760+00:00","updated_at":"2026-05-27T01:06:19.766760+00:00"}