Domain Conversion on ImageNet to ImageNet-R (val)
12.84Cartoon Recall@10iSEARLE-XL
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| iSEARLE-XLBackbone=L/142024.05 | 12.84 | 31.67 | 22.17 | 34.51 | 11.2 | 31.87 | 15.88 | 35.49 | 15.52 | 33.39 | |
| LinCIRBackbone=L/142024.05 | 11.34 | 28.96 | 17.15 | 30.31 | 13.4 | 30.3 | 13.19 | 28.43 | 13.77 | 29.5 | |
| iSEARLE-XL-OTIBackbone=L/142024.05 | 10.48 | 29.76 | 20.01 | 33.36 | 9.68 | 30.28 | 13.39 | 33.72 | 13.39 | 31.78 | |
| Context-I2WBackbone=L/142024.05 | 10.2 | 26.1 | 17.5 | 28.7 | 11.6 | 27.4 | 12.1 | 28.2 | 12.9 | 27.6 | |
| iSEARLEBackbone=B/322024.05 | 10.02 | 25.01 | 9.77 | 21.13 | 7.07 | 22.97 | 9.16 | 22.93 | 9.01 | 23.01 | |
| SEARLE-XL-OTIBackbone=L/142024.05 | 9.85 | 24.97 | 18.81 | 30.55 | 10.19 | 27.26 | 12.75 | 28.94 | 12.9 | 27.93 | |
| SEARLE-XLBackbone=L/142024.05 | 9.67 | 29.94 | 19.48 | 34.12 | 7.45 | 26.75 | 11.57 | 33.31 | 12.04 | 31.03 | |
| iSEARLE-OTIBackbone=B/322024.05 | 9.49 | 24.1 | 9.93 | 21.27 | 6.96 | 21.43 | 9.21 | 22.5 | 8.9 | 22.33 | |
| Pic2WordBackbone=L/142024.05 | 8 | 21.9 | 13.5 | 25.6 | 8.7 | 21.6 | 10 | 23.8 | 10.1 | 23.2 | |
| SEARLE-OTIBackbone=B/322024.05 | 7.1 | 18.97 | 8.91 | 19.88 | 5.37 | 17.08 | 6.81 | 18 | 7.05 | 18.48 | |
| CaptioningBackbone=B/322024.05 | 6.75 | 18.58 | 9.6 | 21.22 | 5.95 | 17.23 | 7.18 | 18.16 | 7.37 | 18.8 | |
| SEARLEBackbone=B/322024.05 | 6.12 | 20.24 | 7.91 | 20.03 | 3.1 | 16.18 | 4.56 | 17.35 | 5.42 | 18.45 | |
| PALAVRABackbone=B/322024.05 | 2.56 | 10.81 | 3.29 | 11.39 | 1.48 | 9.44 | 2.89 | 12.5 | 2.56 | 11.04 | |
| Image + TextBackbone=B/322024.05 | 1.5 | 8.81 | 1.66 | 7.05 | 1 | 7.43 | 1.25 | 7.68 | 1.35 | 7.74 | |
| Image-onlyBackbone=B/322024.05 | 0.22 | 3.09 | 0.43 | 2.38 | 0.55 | 4.53 | 0.47 | 3.8 | 0.42 | 3.45 | |
| Text-onlyBackbone=B/322024.05 | 0.16 | 1.14 | 1.17 | 5.29 | 0.31 | 1.14 | 0.31 | 1.83 | 0.49 | 2.35 |