Benchmark Tutorial Overhaul

[KartikP]

Still to do

• Update FAQ or similar page to include the following information:
  • How to download datasets without loading benchmark and where to find the data and interpret it

Features

• Re-uses blog infrastructure to enable markdown-rendered tutorials.

• Dynamic TOC in sidebar

• Linkable section headers

• Introduces new benchmark pages:

  1. What is a benchmark?
  2. Data packaging
  3. Neural benchmarks
  4. Behavioral benchmarks
  5. Vision vs. Language
  6. Submitting a benchmark, what to expect

Screenshots

[mike-ferguson]

Overall extremely strong. Neural and Behavioral sections are a bit wordy on first glance, but can be solved by collapsing headers sections beyond the first 3 or 5 or so (see comments). Much better then previous tutorials!