Besides the charts of progress in ML tasks, this has utility as a hyperlinked index of key problems and approaches. eff.org/ai/metrics
Conversation
Often in convos where non-experts are scoping some solution based on “how we’re doing” at an ML task; now I’ll probably point them here.
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(er, note that I am emphatically a “non-expert” in this space too, just sometimes dilettantishly less so)