Metric: max F-Measure (higher is better)
| # | Model↕ | max F-Measure▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | DFormer-L | 93.8 | No | DFormer: Rethinking RGBD Representation Learning... | 2023-09-18 | Code |
| 2 | VST | 91.5 | No | Visual Saliency Transformer | 2021-04-25 | Code |
| 3 | BTS-Net | 90.1 | No | BTS-Net: Bi-directional Transfer-and-Selection N... | 2021-04-05 | Code |
| 4 | JL-DCF* | 90 | Yes | Siamese Network for RGB-D Salient Object Detecti... | 2020-08-26 | Code |
| 5 | SPSN | 89.9 | No | SPSN: Superpixel Prototype Sampling Network for ... | 2022-07-16 | Code |
| 6 | CoLANet | 89.4 | No | CoLA: Conditional Dropout and Language-driven Ro... | 2024-07-09 | Code |
| 7 | BiANet | 89 | No | Bilateral Attention Network for RGB-D Salient Ob... | 2020-04-30 | Code |
| 8 | JL-DCF | 88.5 | No | JL-DCF: Joint Learning and Densely-Cooperative F... | 2020-04-18 | Code |
| 9 | BBS-Net | 88.3 | No | Bifurcated backbone strategy for RGB-D salient o... | 2020-07-06 | Code |
| 10 | D3Net | 86.1 | No | Rethinking RGB-D Salient Object Detection: Model... | 2019-07-15 | Code |
| 11 | CPFP | 85.1 | No | - | - | Code |