Mirror Detection on PMD
2.1MAEOurs-B3
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours-B3Scale=B3, Task Domain=Mirror Detection2025.12 | 2.1 | 69.61 | — | 85.3 | |
| Ours-B3Backbone=PVTv2-B32025.12 | 2.1 | 69.61 | 85.3 | — | |
| SATNetTask Domain=Mirror Detection2025.12 | 2.5 | 69.38 | — | 84.7 | |
| SATNetBackbone=Swin-S2025.12 | 2.5 | 69.38 | 84.7 | — | |
| DPRNetTask Domain=Mirror Detection2025.12 | 2.6 | 72.1 | — | 76.6 | |
| SAM2-UNetInput Resolution=352x352, Batch size=12, Training epochs=202024.08 | 2.7 | 72.8 | 82.6 | — | |
| VCNetTask Domain=Mirror Detection2025.12 | 2.8 | 64.02 | — | 81.5 | |
| VCNetBackbone=ResNeXt1012025.12 | 2.8 | 64.02 | 81.5 | — | |
| HetNetInput Size=352x3522022.11 | 2.9 | 69 | 81.4 | — | |
| HetNetInput Resolution=352x3522024.08 | 2.9 | 69 | 81.4 | — | |
| HetNetTask Domain=Mirror Detection2025.12 | 2.9 | 69 | — | 81.4 | |
| PMDInput Size=384x3842022.11 | 3.2 | 66 | 79.4 | — | |
| SANetInput Size=384x3842022.11 | 3.2 | 66.8 | 79.5 | — | |
| PMDInput Resolution=352x3522024.08 | 3.2 | 66 | 79.4 | — | |
| SANetInput Resolution=352x3522024.08 | 3.2 | 66.8 | 79.5 | — | |
| PMDNetTask Domain=Mirror Detection2025.12 | 3.2 | 66.05 | — | 79.2 | |
| SANetTask Domain=Mirror Detection2025.12 | 3.2 | 66.84 | — | 83.7 | |
| SANetBackbone=ResNeXt1012025.12 | 3.2 | 66.84 | 83.7 | — | |
| SETRInput Size=480x4802022.11 | 3.5 | 56.4 | 79.7 | — | |
| VSTTask Domain=Salient Object Detection2025.12 | 3.5 | 59.06 | — | 76.9 | |
| VSTInput Size=224x2242022.11 | 3.6 | 59.1 | 73.6 | — | |
| MINetTask Domain=Salient Object Detection2025.12 | 3.7 | 60.83 | — | 79.8 | |
| LDFTask Domain=Salient Object Detection2025.12 | 3.7 | 63.31 | — | 79.6 | |
| LDFInput Size=352x3522022.11 | 3.8 | 63.3 | 78.3 | — | |
| MINetInput Size=320x3202022.11 | 3.8 | 60.8 | 76.5 | — | |
| CSFwinformerTask Domain=Mirror Detection2025.12 | 3.9 | — | — | 83.6 | |
| CPDNetInput Size=352x3522022.11 | 4.1 | 60 | 73.4 | — | |
| CPDNetTask Domain=Salient Object Detection2025.12 | 4.1 | 60.04 | — | 73.3 | |
| MirrorNetInput Size=384x3842022.11 | 4.3 | 58.5 | 74.1 | — | |
| MirrorNetInput Resolution=352x3522024.08 | 4.3 | 58.5 | 74.1 | — | |
| MirrorNetTask Domain=Mirror Detection2025.12 | 4.3 | 58.51 | — | 74.1 | |
| R³NetInput Size=300x3002022.11 | 4.5 | 49.6 | 71.3 | — | |
| WSMDTask Domain=Mirror Detection2025.12 | 5.1 | 60 | — | 63 | |
| EGNetInput Size=256x2562022.11 | 8.8 | 21 | 59 | — | |
| ShadowSAMTask Domain=Salient Object Detection2025.12 | 9.5 | — | — | 68.5 |