Scanpath Prediction on COCO-Search18 target-present (test)
0.543SemSSHAT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HATBackbone=ResNet-50, Pixel Decoder=MSDeformAttn2023.03 | 0.543 | 0.47 | 2.399 | 5.086 | 0.977 | |
| Detectorstrategy=winner-take-all2023.03 | 0.523 | 0.449 | 0.182 | 2.346 | 0.905 | |
| Chen et al.2023.03 | 0.518 | 0.445 | -1.273 | 2.606 | 0.956 | |
| Fixation heuristicstrategy=winner-take-all2023.03 | 0.506 | 0.437 | 1.107 | 2.186 | 0.917 | |
| Human consistencytype=oracle2023.03 | 0.5 | 0.5 | — | — | — | |
| FFMs2023.03 | 0.5 | 0.451 | 1.548 | 2.376 | 0.932 | |
| Gazeformer2023.03 | 0.499 | 0.489 | — | — | — | |
| IRL2023.03 | 0.486 | 0.422 | -9.709 | 1.977 | 0.913 | |
| IVSNmode=zero-shot2023.03 | 0.368 | 0.326 | -0.192 | 1.318 | 0.901 | |
| PathGAN2023.03 | 0.28 | 0.239 | — | — | — |