Office31
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Domain Adaptation | Office31 (test) | Mean Accuracy95.95 | 74 | |
| Domain Adaptation | Office31 standard (test) | Standard Accuracy (A->D)93.37 | 28 | |
| Classification | Office31 Avg | Accuracy86.2 | 24 | |
| Classification | Office31 W → A,D | Accuracy84.3 | 24 | |
| Classification | Office31 D → A,W | Accuracy84.6 | 24 | |
| Classification | Office31 A → D,W | Accuracy90.1 | 24 | |
| Image Classification | Office31 DSLR | Accuracy94.72 | 12 | |
| Image Classification | Office31 Webcam | Accuracy98.27 | 12 | |
| Recognition | Office31 Domain Generalization Standard | Accuracy (A, W -> D)99.44 | 10 |
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