{"url":"/dataset/simco-comco","name":"simco-comco","full_name":null,"description_markdown":"These datasets, ComCo and SimCo, designed for evaluating multi-object representation in Vision-Language Models (VLMs). These datasets provide controlled environments for analyzing model biases, object recognition, and compositionality in multi-object scenarios.\r\n\r\nComCo: Composed of real-world objects derived from the COCO dataset.\r\nSimCo: Contains simple geometric shapes in structured multi-object settings.","description_withheld":null,"homepage":"https://huggingface.co/datasets/clip-oscope/simco-comco","introduced_date":"2025-02-27","introduced_date_note":null,"introduced_by":{"paper":"/paper/clip-under-the-microscope-a-fine-grained","title":"CLIP Under the Microscope: A Fine-Grained Analysis of Multi-Object Representation","first_author":"Reza Abbasi","url":null},"license":null,"modalities":[{"name":"Images","url":"/datasets/modality/images"},{"name":"Texts","url":"/datasets/modality/texts"}],"tasks":[{"name":"Zero-shot Image Retrieval","url":"/task/zero-shot-image-retrieval","datasets_with_task":"/datasets/task/zero-shot-image-retrieval"},{"name":"Zero-shot Text Retrieval","url":"/task/zero-shot-text-retrieval","datasets_with_task":"/datasets/task/zero-shot-text-retrieval"}],"languages":[{"name":"English","url":"/datasets/language/english"}],"variants":["simco-comco"],"data_loaders":[],"num_papers_in_archive":1,"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."}