Self-Supervised Person Re-Identification 벤치마크
Self-Supervised Person Re-Identification on SYSU-30k
Rank-1
- 2020-02-13 — SimCLR: Rank-1 10.9
- 2020-03-09 — MoCo v2: Rank-1 11.6
- 2020-06-13 — BYOL: Rank-1 12.7
- 2021-04-18 — Triplet: Rank-1 14.8
| Rank | Model | Rank-1 | Paper | Code | Year |
|---|---|---|---|---|---|
| 1 | Triplet | 14.8 | Solving Inefficiency of Self-supervised Representation Learning | wanggrun/triplet | 2021 |
| 2 | BYOL | 12.7 | Bootstrap your own latent: A new approach to self-supervised Learning | deepmind/deepmind-research · alibaba/EasyCV · lucidrains/byol-pytorch · +28 | 2020 |
| 3 | MoCo v2 | 11.6 | Improved Baselines with Momentum Contrastive Learning | open-mmlab/mmdetection · facebookresearch/moco · lightly-ai/lightly · +33 | 2020 |
| 4 | SimCLR | 10.9 | A Simple Framework for Contrastive Learning of Visual Representations | tensorflow/models · google-research/simclr · lightly-ai/lightly · +93 | 2020 |