{"url":"/dataset/eibench","name":"EIBench","full_name":null,"description_markdown":"For Emotion Interpretation task","description_withheld":null,"homepage":"https://github.com/Lum1104/EIBench","introduced_date":"2025-04-10","introduced_date_note":null,"introduced_by":{"paper":"/paper/why-we-feel-breaking-boundaries-in-emotional","title":"Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models","first_author":"Yuxiang Lin","url":null},"license":{"name":"Apache-2.0 license","url":null},"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Emotion Interpretation","url":"/task/emotion-interpretation","datasets_with_task":"/datasets/task/emotion-interpretation"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["EIBench","EIBench (complex)"],"data_loaders":[{"repo":"https://github.com/lum1104/eibench","url":"https://arxiv.org/pdf/2504.07521v2","frameworks":["pytorch"]}],"num_papers_in_archive":1,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/emotion-interpretation-on-eibench","task":"Emotion Interpretation","dataset_variant":"EIBench","rows":13,"metrics":["Recall"],"first_row_in_archive_order":{"model":"Claude-3-haiku","paper":"/paper/why-we-feel-breaking-boundaries-in-emotional","metrics":{"Recall":"63.24"},"code_links":[{"title":"Lum1104/MER-Factory","url":"https://github.com/Lum1104/MER-Factory"},{"title":"lum1104/eibench","url":"https://github.com/lum1104/eibench"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/emotion-interpretation-on-eibench-complex","task":"Emotion Interpretation","dataset_variant":"EIBench (complex)","rows":13,"metrics":["Recall"],"first_row_in_archive_order":{"model":"ChatGPT-4o","paper":"/paper/why-we-feel-breaking-boundaries-in-emotional","metrics":{"Recall":"39.27"},"code_links":[{"title":"Lum1104/MER-Factory","url":"https://github.com/Lum1104/MER-Factory"},{"title":"lum1104/eibench","url":"https://github.com/lum1104/eibench"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/why-we-feel-breaking-boundaries-in-emotional","title":"Why We Feel: Breaking Boundaries in Emotional Reasoning with Multimodal Large Language Models","date":"2025-04-10","rows_on_this_dataset":26,"code_links":2,"syntology":{"read_at":"2026-09-24T18:15:14+00:00","samples_harvested":9,"samples_ran":1,"samples_unverified":8,"pointer_only_for_licence":0,"claim":"Per-sample execution on synthesized fixtures; not a correctness claim."}}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":1,"samples_harvested":9,"samples_ran":1,"samples_unverified":8,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}