Metric: AUC-J (higher is better)
| # | Model↕ | AUC-J▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ViNet (dave) | 0.864 | No | ViNet: Pushing the limits of Visual Modality for... | 2020-12-11 | Code |
| 2 | UNISAL (videos) | 0.858 | No | Unified Image and Video Saliency Modeling | 2020-03-11 | Code |
| 3 | DINet | 0.858 | No | A Dilated Inception Network for Visual Saliency ... | 2019-04-07 | Code |
| 4 | TASED-Net | 0.852 | No | TASED-Net: Temporally-Aggregating Spatial Encode... | 2019-08-15 | Code |
| 5 | MSI-Net (dutomron) | 0.852 | No | Contextual Encoder-Decoder Network for Visual Sa... | 2019-02-18 | Code |
| 6 | HD2S | 0.844 | No | Hierarchical Domain-Adapted Feature Learning for... | 2020-10-02 | Code |
| 7 | STRA-Net | 0.841 | No | Video Saliency Prediction Using Enhanced Spatiot... | 2020-01-02 | Code |
| 8 | ACLNet | 0.839 | No | Revisiting Video Saliency: A Large-scale Benchma... | 2018-01-23 | Code |
| 9 | SalEMA | 0.821 | No | Simple vs complex temporal recurrences for video... | 2019-07-03 | Code |
| 10 | HFT | 0.814 | No | Visual Saliency Based on Scale-Space Analysis in... | 2016-05-06 | - |
| 11 | ITTI | 0.811 | No | - | - | - |
| 12 | GASP | 0.81 | No | GASP: Gated Attention For Saliency Prediction | 2022-06-09 | Code |
| 13 | GBVS | 0.81 | No | - | - | - |
| 14 | DeepVS | 0.804 | No | - | - | Code |