{"work":{"id":"80f25d9f-8a59-4ca1-8f7d-9bde932d30e9","openalex_id":null,"doi":null,"arxiv_id":"2302.11640","raw_key":null,"title":"A critical look at the evaluation of gnns under heterophily: Are we really making progress?arXiv preprint arXiv:2302.11640,","authors":null,"authors_text":"Oleg Platonov, Denis Kuznedelev, Michael Diskin, Artem Babenko, and Liudmila Prokhorenkova","year":2023,"venue":null,"abstract":null,"external_url":"https://arxiv.org/abs/2302.11640","cited_by_count":null,"metadata_source":"arxiv_reference","metadata_fetched_at":"2026-07-01T22:16:16.199999+00:00","pith_arxiv_id":null,"created_at":"2026-05-11T07:16:01.480455+00:00","updated_at":"2026-07-01T22:16:16.199999+00:00","title_quality_ok":true,"display_title":"A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?","render_title":"A Critical Look at the Evaluation of GNNs under Heterophily: Are We Really Making Progress?"},"hub":{"state":{"work_id":"80f25d9f-8a59-4ca1-8f7d-9bde932d30e9","tier":"hub","tier_reason":"10+ Pith inbound or 1,000+ external citations","pith_inbound_count":13,"external_cited_by_count":null,"distinct_field_count":3,"first_pith_cited_at":"2026-04-10T08:11:41+00:00","last_pith_cited_at":"2026-06-01T04:14:13+00:00","author_build_status":"not_needed","summary_status":"needed","contexts_status":"needed","graph_status":"needed","ask_index_status":"not_needed","reader_status":"not_needed","recognition_status":"not_needed","updated_at":"2026-07-02T00:32:03.082665+00:00","tier_text":"hub"},"tier":"hub","role_counts":[{"context_role":"background","n":1}],"polarity_counts":[{"context_polarity":"background","n":1}],"runs":{},"summary":{},"graph":{},"authors":[]}}