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Vision Language
4 items tagged with "vision-language"
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Benchmarks4
Benchmark
VQAv2 (Visual Question Answering)
A benchmark that tests whether models can answer open-ended natural-language questions about images, balanced to reduce language-only shortcuts.
Benchmark
MMBench (Multimodal Benchmark)
A systematic multimodal benchmark that evaluates vision-language models across many fine-grained ability dimensions using a robustness-checked multiple-choice protocol.
Benchmark
DocVQA (Document Visual Question Answering)
A benchmark for answering questions about document images, testing OCR, layout understanding, and reasoning over text, tables, and forms.
Benchmark
ChartQA
A benchmark for answering questions about charts and plots that require visual data extraction plus arithmetic and logical reasoning over the extracted values.