COCO-Search
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Scanpath Generation | COCO-Search18 Target Absent | LD0.022 | 18 | |
| Personalized Scanpath Prediction | COCO-Search18 | SM0.484 | 15 | |
| Scanpath Prediction | COCO-Search18 (test) | Scanpath Accuracy (R@1)50.4 | 13 | |
| Scanpath Generation | COCO-Search18 Target Present | LD11.086 | 12 | |
| Scanpath Prediction | COCO-Search18 83 (test) | SM0.48 | 10 | |
| Scanpath Prediction | COCO-Search18 target-present (test) | SemSS0.543 | 10 | |
| Target-absent search scanpath prediction | COCO-Search18 target-absent (test) | SemSS0.382 | 10 | |
| Scanpath Prediction | COCO-Search18 | MRR0.369 | 9 | |
| Visual Search | COCO-Search18 cross-task | Accuracy (%)27.5 | 7 | |
| Scanpath Prediction | COCO-Search18 Target Present | LD (Likelihood Distance)0.028 | 6 | |
| Scanpath Prediction | COCO-Search18 1.0 (test) | SemSS0.521 | 5 | |
| Scanpath Prediction | COCO-Search18 target-absent (TA) | SM0.44 | 3 | |
| Scanpath Prediction | COCO-Search18 target-present (TP) | SM0.6 | 3 |
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