ImageCLEF
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Unsupervised Domain Adaptation | ImageCLEF DA | Average Accuracy91.9 | 104 | |
| Image Classification | ImageCLEF-DA | Accuracy (I -> P)81 | 37 | |
| Image Classification | ImageCLEF (test) | Accuracy80.9 | 33 | |
| Classification | ImageCLEF 2014 (test) | Acc (I->P)80.7 | 26 | |
| Classification | ImageCLEF | I -> P Rate0.819 | 23 | |
| Multi-task Classification | ImageCLEF | Ao95 | 20 | |
| Unsupervised Domain Adaptation Classification | ImageCLEF 2014 (test) | Acc (I->P)80.7 | 19 | |
| Image Classification | ImageCLEF | F1 Score97.2 | 14 | |
| Unsupervised Domain Adaptation | ImageCLEF | Accuracy (Domain C)97.4 | 12 | |
| Open-Set Domain Adaptation | ImageCLEF-DA | Accuracy (B->C)82 | 12 | |
| Image Classification | ImageCLEF standard (test) | Directional Accuracy (→P)79.1 | 11 | |
| Unsupervised Domain Adaptation | ImageCLEF (test) | Accuracy (-> C)98.6 | 10 | |
| Transferability Estimation | ImageCLEF | Pearson Correlation0.78 | 4 |
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