NEVIS'22: A Stream of 100 Tasks Sampled from 30 Years of Computer Vision Research. (arXiv:2211.11747v1 [cs.LG])

We introduce the Never Ending VIsual-classification Stream (NEVIS'22), a
benchmark consisting of a stream of over 100 visual classification tasks,
sorted chronologically and extracted from papers sampled uniformly from
computer vision proceedings spanning the last three decades. The resulting
stream reflects what the research community thought was meaningful at any point
in time. Despite being limited to classification, the resulting stream has a
rich diversity of tasks from OCR, to texture analysis, crowd counting, scene
recognition, and so forth. The …

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