Scanpath Generation on COCO-FreeView
70.118LDScanDiff
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| ScanDiffprotocol=Best-of-N2026.06 | 70.118 | 125.174 | 1,111.774 | 0.06 | 0.892 | 0.445 | 0.434 | 0.445 | 0.418 | |
| HATprotocol=Best-of-N2026.06 | 71.187 | 147.122 | 1,233.285 | 0.08 | 0.722 | 0.389 | — | 0.398 | — | |
| ST-DIFFEYEprotocol=Best-of-N2026.06 | 71.237 | 133.596 | 1,050.138 | 0.071 | 0.865 | 0.391 | 0.426 | 0.4 | 0.404 | |
| DiffEyeprotocol=Best-of-N2026.06 | 71.682 | 142.949 | 1,132.701 | 0.063 | 0.875 | 0.387 | 0.343 | 0.384 | 0.339 | |
| ST-DIFFEYEEvaluation Protocol=Mean2026.06 | 72.386 | 186.934 | 1,434.554 | 0.092 | 0.778 | 0.301 | 0.32 | 0.298 | 0.276 | |
| TPP-Gazeprotocol=Best-of-N2026.06 | 74.643 | 134.642 | 1,065.083 | 0.054 | 0.878 | 0.353 | 0.302 | 0.347 | 0.305 | |
| HATEvaluation Protocol=Mean2026.06 | 76.518 | 204.1 | 1,636.314 | 0.101 | 0.671 | 0.304 | — | 0.289 | — | |
| DeepGaze IIIprotocol=Best-of-N2026.06 | 78.371 | 136.125 | 1,014.752 | 0.061 | 0.729 | 0.354 | — | 0.369 | — | |
| ScanDiffEvaluation Protocol=Mean2026.06 | 78.396 | 171.134 | 1,480.892 | 0.076 | 0.831 | 0.356 | 0.346 | 0.324 | 0.299 | |
| DiffEyeEvaluation Protocol=Mean2026.06 | 78.838 | 181.144 | 1,406.843 | 0.078 | 0.803 | 0.309 | 0.283 | 0.285 | 0.253 | |
| DeepGaze IIIEvaluation Protocol=Mean2026.06 | 81.55 | 188.692 | 1,359.499 | 0.085 | 0.677 | 0.279 | — | 0.266 | — | |
| TPP-GazeEvaluation Protocol=Mean2026.06 | 84.113 | 185.634 | 1,454.071 | 0.08 | 0.792 | 0.243 | 0.218 | 0.213 | 0.186 | |
| GazeXplainprotocol=Best-of-N2026.06 | 97.256 | 180.455 | 1,312.892 | 0.063 | 0.838 | 0.19 | 0.169 | 0.192 | 0.173 | |
| GazeXplainEvaluation Protocol=Mean2026.06 | 98.724 | 208.09 | 1,476.637 | 0.081 | 0.785 | 0.163 | 0.141 | 0.155 | 0.134 |