Zero-Shot Visual Question Answring

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

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Datasets archive 2025-07-28

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Subtasks archive 2025-07-28

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Most implemented papers archive 2025-07-28

3 shown of 3 papers with code (3 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• CoLLaVO: Crayon Large Language and Vision mOdel
  17 Feb 2024 1 repository listed Syntology ran 5 of 6 samples · 1 unverified
  Our findings reveal that the image understanding capabilities of current VLMs are strongly correlated with their zero-shot performance on vision language (VL) tasks.
• Implicit Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis
  21 Sep 2023 1 repository listed
  Deep network models are often purely inductive during both training and inference on unseen data.
• MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
  4 Aug 2023 1 repository listed Syntology ran 2 of 3 samples · 1 unverified · 3 pointer-only (licence)
  Problems include: (1) How to systematically structure and evaluate the complicated multimodal tasks; (2) How to design evaluation metrics that work well across question and answer types; and (3) How to give model…

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.