Image Aesthetics Assessment on Image Aesthetics dataset
74.4Acc (Nature)Ranking + POE
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Ranking + POEprobabilistic ordinal embeddings=true2021.03 | 74.4 | 71.12 | 72.22 | 71.58 | 72.33 | 0.268 | 0.301 | 0.288 | 0.298 | 0.289 | |
| Classification + POEprobabilistic ordinal embeddings=true2021.03 | 73.62 | 71.14 | 72.78 | 72.22 | 72.44 | 0.273 | 0.299 | 0.281 | 0.293 | 0.287 | |
| SORD2021.03 | 73.59 | 70.29 | 73.25 | 70.59 | 72.03 | 0.271 | 0.308 | 0.276 | 0.309 | 0.29 | |
| D-Regression + POEprobabilistic ordinal embeddings=true2021.03 | 73.44 | 70.44 | 72.26 | 71.02 | 71.79 | 0.36 | 0.386 | 0.376 | 0.385 | 0.376 | |
| CNNPOR2021.03 | 71.86 | 69.32 | 69.09 | 69.94 | 70.05 | 0.294 | 0.322 | 0.325 | 0.321 | 0.316 | |
| D-Regression2021.03 | 71.52 | 70.72 | 71.22 | 69.72 | 70.8 | 0.378 | 0.397 | 0.387 | 0.4 | 0.39 | |
| Classification2021.03 | 70.97 | 68.02 | 68.19 | 71.63 | 69.45 | 0.305 | 0.342 | 0.374 | 0.412 | 0.376 | |
| Ranking2021.03 | 69.81 | 69.1 | 66.49 | 70.44 | 68.96 | 0.313 | 0.331 | 0.349 | 0.312 | 0.326 |