Visual Search on COCO-Search18 cross-task
27.5Accuracy (%)CNN MobileNet
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| CNN MobileNetStatus=pre-trained2026.03 | 27.5 | — | — | — | — | |
| Saccader-MobileStatus=pre-trained2026.03 | 16.7 | 333 | 0.242 | 0.361 | 0.658 | |
| EVA-MobileStatus=pre-trained, Gaze supervision=free, Fine-tuning=none2026.03 | 16.63 | 280.29 | 0.313 | 0.307 | 0.714 | |
| EVA-MobileStatus=scratch, Gaze supervision=free, Fine-tuning=none2026.03 | 14.79 | 513.48 | 0.101 | -0.074 | 0.593 | |
| DRAMGaze supervision=free, Fine-tuning=none2026.03 | 14.34 | 530.78 | 0.077 | -0.124 | 0.587 | |
| MRAMGaze supervision=free, Fine-tuning=none2026.03 | 14.17 | 624.57 | 0.015 | -0.09 | 0.605 | |
| RAMGaze supervision=free, Fine-tuning=none2026.03 | 12.83 | 500.01 | 0.072 | -0.132 | 0.585 | |
| GazeformerGaze supervision=free, Fine-tuning=none2026.03 | — | 168.39 | 0.571 | 1.961 | 0.8 |