| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| LF Mislabeling Identification | DN clipart | AP88 | 32 | |
| LF Mislabeling Identification | DN painting | AP91.2 | 32 | |
| LF Mislabeling Identification | DN quickdraw | AP87.9 | 32 | |
| End model evaluation | DN clipart | Test Loss0.65 | 22 | |
| End model evaluation | DN infograph | Test Loss1.146 | 22 | |
| End model evaluation | DN painting | Test Loss0.386 | 22 | |
| End model evaluation | DN quickdraw | Test Loss0.642 | 22 | |
| End model evaluation | DN-sketch | Test Loss0.785 | 22 | |
| End model evaluation | DN real | Test Loss0.103 | 22 | |
| Classification | DN-real (test) | Test Loss0.19 | 13 | |
| LF Mislabeling Identification | DN infograph | AP62.1 | 13 | |
| LF Mislabeling Identification | DN sketch | AP73 | 13 | |
| LF Mislabeling Identification | DN real | AP0.906 | 13 |