πŸŽ‰ New - Leaderboard Filters! πŸŽ‰

You can:
πŸ€– Filter by architecture, e.g. transformers on imagenet
πŸ“ˆ Plot 2D charts: e.g. accuracy vs params
πŸ”§ Filter by method, e.g. turn off multiscale on coco

Many comparisons are now possible beyond SoTA!

Example: paperswithcode.com/sota/image-cla…
πŸ“ˆ Example above: Transformers on ImageNet

Focus your attention on particular methods. Here we look at Transformers only on ImageNet: accuracy vs parameters.

paperswithcode.com/sota/image-cla…
πŸ“ˆ Example Two: Filtering Methods on COCO

Multi-scale boosts performance on COCO but can harm speed. Here we focus only on single-scale methods:

paperswithcode.com/sota/object-de…

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More from @paperswithcode

20 Jan
🚨 Newsletter Issue #3. Featuring a new state-of-the-art on ImageNet, a trillion-parameter language model, 10 applications of transformers you didn’t know about, and much more! Read on below:

paperswithcode.com/newsletter/3
πŸ‘©β€πŸ”¬ Research: featuring work by @hieupham789 et al., @LiamFedus et al., @Pengcheng2020 et al., Stergiou et al., Ding et al., @quocleix, among others.
πŸ‘©β€πŸ’» Libraries: featuring work by @laidacviet, @yzhao062, @nabla_theta, among others.
Read 4 tweets
30 Dec 20
βͺ Papers with Code: Year in Review. We’re ending the year by taking a look back at the top trending papers, libraries and benchmarks for 2020. Read on below!

medium.com/paperswithcode…
πŸ“„ Trending Papers for 2020, featuring:

- EfficientDet @tanmingxing @quocleix
- ResNeSt @zhanghang0704
- Big Transfer @__kolesnikov__ @giffmana
- FixRes @HugoTouvron
- as well as work by @QizheXie @colinraffel @ctnzr, and others
πŸ‘©β€πŸ’» Trending Libraries for 2020, featuring:

- Transformers @huggingface
- PyTorch Image Models @wightmanr
- Detectron2 @ppwwyyxx
- MMDetection @OpenMMLab
- as well as work by @eriklindernoren, @myleott, @ZloiAlexei, and others
Read 4 tweets

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