{"url":"/dataset/muirbench","name":"MuirBench","full_name":null,"description_markdown":"MuirBench is a benchmark containing 11,264 images and 2,600 multiple-choice questions, providing robust evaluation on 12 multi-image understanding tasks.\r\n\r\n- MuirBench evaluates on a comprehensive range of 12 multi-image understanding abilities, e.g. geographic understanding, diagram understanding, visual retrieval, ..., etc, while prior benchmarks generally contain single-image questions.\r\n\r\n- MuirBench contains 10 diverse multi-image relations, e.g. narrative, complementary, etc.\r\n\r\n- MuirBench provides a robust evaluation on models by unanswerable instance variants. Three major ways to create the unanswerable instances are as below.","description_withheld":null,"homepage":"https://huggingface.co/datasets/MUIRBENCH/MUIRBENCH","introduced_date":"2024-06-13","introduced_date_note":null,"introduced_by":{"paper":"/paper/muirbench-a-comprehensive-benchmark-for","title":"MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding","first_author":"Fei Wang","url":null},"license":null,"modalities":[],"tasks":[],"languages":[],"variants":["MuirBench"],"data_loaders":[],"num_papers_in_archive":18,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[],"papers_with_a_benchmark_row":[],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"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."}