diff --git a/docs/benchmark.rst b/docs/benchmark.rst index edb75d6..e2a859a 100644 --- a/docs/benchmark.rst +++ b/docs/benchmark.rst @@ -1,9 +1,19 @@ Performance Benchmark and Calibration ========================================== +.. raw:: html + + + Performance Evaluation Protocol ----------------- +---------------------------------------- **We use official models for evaluation if available.** Otherwise, we use the following settings to train and evaluate different models for simplicity and consistency: @@ -25,23 +35,21 @@ Basically, we use the largest existing datasets for training, and cross dataset - Aesthetic IQA: ``nima``, ``nima-vgg16-ava`` Performance on FR benchmarks ----------------- +---------------------------------------- .. csv-table:: FR benchmark :header-rows: 1 - :widths: 10 20 20 20 20 :file: ../tests/FR_benchmark_results.csv Performance on NR benchmarks ----------------- +---------------------------------------- .. csv-table:: NR benchmark :header-rows: 1 - :widths: 5 10 10 10 10 10 10 10 :file: ../tests/NR_benchmark_results.csv Performance on image aesthetic benchmarks ----------------- +---------------------------------------- .. csv-table:: IAA benchmark :header-rows: 1 @@ -49,7 +57,7 @@ Performance on image aesthetic benchmarks Results Calibration ------------------ +---------------------------------------- .. csv-table:: Calibration :header-rows: 1