Image Similarity Detection 벤치마크
Image Similarity Detection on DISC21 dev
w/o normalization
- 2021-06-17 — HOW+ASMK: w/o normalization 17.32
| Rank | Model | w/o normalization | with normalization | Time (ms) | dimension | hardware | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|
| 1 | HOW+ASMK | 17.32 | 37.15 | 150 | – | Tesla P-100 | The 2021 Image Similarity Dataset and Challenge | facebookresearch/isc2021 | 2021 |
| 2 | Multigrain 1500 dim | 16.47 | 36.42 | 23 | 1500 | Tesla V100 | The 2021 Image Similarity Dataset and Challenge | facebookresearch/isc2021 | 2021 |
| 3 | GIST PCA 256 | 15.56 | – | – | 256 | CPU, 2.2 GHz, 40 threads | The 2021 Image Similarity Dataset and Challenge | facebookresearch/isc2021 | 2021 |
| 4 | GIST 960 dim | 14.42 | – | 0.55 | 960 | CPU, 2.2 GHz, 40 threads | The 2021 Image Similarity Dataset and Challenge | facebookresearch/isc2021 | 2021 |