Vincenzo Lomonaco

### Discussed in https://github.com/ContinualAI/avalanche/discussions/900 Originally posted by **sivomke** January 30, 2022 Hi, everyone! I have created a benchmark with **dataset_benchmark** that contains 3 experiences, and then have added a validation...

Add YASS baseline

2

reference paper: https://arxiv.org/abs/2101.07295 The original code is linked in the paper.

CORe50 Dataset and Benchmark Improvements

1

We should: - [x] Expand category-level classification support. - [x] Add CORe50 mini (32x32) - [ ] Test set split in experiences option - [ ] Document the dataset and...

Add (Diaz-Rodriguez, 2018) metrics: A, MS, SSS, CE, CLscore & CLstability

4

Add (Diaz-Rodriguez, 2018) metrics (A, MS, SSS, CE, CLscore, CLstability)

Add Docker Image in Documentation

3

Add Docker Hub avalanche image reference in the Readme and Gitbook.

Unbalanced Steps Sizes Option for Benchmarks Generators

2

I noticed it is quite tricky at the moment to generate a benchmark with an unbalanced number of examples for each step. It would be nice to have an option...

Now that the VPS is online we should add automatic tests on GPU as well. We could also add more fancy tests to automatically expand supported package versions.

In order to test the support we are developing for Segmentation / Detection other than Classification and Regression tasks we should implement the split Pascal VOC2021 proposed here: [Incremental Learning...

Multi-Run Support for Avalanche Experiments

2

We should support averaging results across multiple runs. This is related to #300.

Add MiniImagenet to the Benchmarks

8

We should add MiniImagenet to the benchmarks. It's been used here: https://arxiv.org/abs/1902.10486