Image Retrieval on ImageNet-4K 1.0 (test)
30.87Top-1 AccuracyMRL
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MRLDs=2048, MFLOPs=86062022.05 | 30.87 | 54.32 | 64.02 | 17.2 | 13.43 | 11.14 | 9.19 | 23.97 | 21.28 | 19.28 | 17.3 | |
| MRL InterpolatedDs=1536, MFLOPs=64542022.05 | 30.52 | 54.02 | 63.79 | 16.99 | 13.27 | 11.01 | 9.08 | 23.73 | 21.09 | 19.12 | 17.16 | |
| MRLDs=1024, MFLOPs=43032022.05 | 30.23 | 53.72 | 63.45 | 16.76 | 13.08 | 10.86 | 8.97 | 23.48 | 20.88 | 18.93 | 17 | |
| MRL InterpolatedDs=768, MFLOPs=32272022.05 | 29.87 | 53.36 | 63.13 | 16.54 | 12.9 | 10.71 | 8.85 | 23.23 | 20.67 | 18.75 | 16.85 | |
| MRLDs=512, MFLOPs=21512022.05 | 29.46 | 53.03 | 62.81 | 16.29 | 12.7 | 10.55 | 8.72 | 22.96 | 20.42 | 18.54 | 16.68 | |
| MRL InterpolatedDs=384, MFLOPs=16142022.05 | 29.03 | 52.53 | 62.45 | 15.99 | 12.46 | 10.35 | 8.56 | 22.64 | — | 18.29 | 16.47 | |
| MRLDs=256, MFLOPs=10762022.05 | 28.53 | 51.95 | 61.9 | 15.66 | 12.19 | 10.12 | 8.38 | 22.28 | 19.81 | 18.01 | 16.22 | |
| MRL InterpolatedDs=192, MFLOPs=8072022.05 | 27.94 | 51.32 | 61.32 | 15.29 | 11.89 | 9.88 | 8.18 | 21.86 | 19.46 | 17.71 | 15.96 | |
| MRLDs=128, MFLOPs=5382022.05 | 27.27 | 50.35 | 60.47 | 14.77 | 11.47 | 9.53 | 7.91 | 21.25 | 18.95 | 17.26 | 15.59 | |
| MRL InterpolatedDs=96, MFLOPs=4032022.05 | 26.25 | 49.32 | 59.48 | 14.15 | 11 | 9.15 | 7.61 | 20.55 | 18.36 | 16.78 | 15.17 | |
| MRLDs=64, MFLOPs=2692022.05 | 25 | 47.97 | 58.25 | 13.38 | 10.4 | 8.67 | 7.23 | 19.68 | 17.64 | 16.14 | 14.65 | |
| MRL InterpolatedDs=48, MFLOPs=2022022.05 | 23.51 | 46.23 | 56.56 | 12.49 | 9.72 | 8.13 | 6.81 | 18.62 | 16.75 | 15.39 | 14.04 | |
| MRLDs=32, MFLOPs=1342022.05 | 21.54 | 43.75 | 54.11 | 11.36 | 8.88 | 7.47 | 6.31 | 17.25 | 15.67 | 14.47 | 13.27 | |
| MRL InterpolatedDs=24, MFLOPs=1012022.05 | 19.49 | 40.82 | 51.26 | 10.17 | 7.98 | 6.75 | 5.75 | 15.76 | 14.43 | 13.42 | 12.4 | |
| MRLDs=16, MFLOPs=672022.05 | 16.74 | 36.91 | 47.28 | 8.64 | 6.83 | 5.84 | 5.05 | 13.82 | 12.79 | 12.04 | 11.27 | |
| MRL InterpolatedDs=12, MFLOPs=502022.05 | 14.04 | 32.56 | 42.71 | 7.16 | 5.7 | 4.92 | 4.32 | 11.81 | 11.08 | 10.52 | 9.94 | |
| MRLDs=8, MFLOPs=342022.05 | 10.6 | 26.23 | 35.57 | 5.32 | 4.29 | 3.76 | 3.36 | 9.13 | 8.77 | 8.46 | 8.13 |