notesum.ai
Published at November 14Gazing at Rewards: Eye Movements as a Lens into Human and AI Decision-Making in Hybrid Visual Foraging
cs.AI
cs.CV
Released Date: November 14, 2024
Authors: Bo Wang1, Dingwei Tan2, Yen-Ling Kuo3, Zhaowei Sun4, Jeremy M. Wolfe5, Tat-Jen Cham1, Mengmi Zhang6
Aff.: 1College of Computing and Data Science, Nanyang Technological University, Singapore; 2College of Computing and Data Science, Nanyang Technological University, Singapore; Beijing Institute of Technology, Beijing, China; 3University of Virginia, USA; 4Harbin Institute of Technology, Harbin, China; 5Brigham and Women's Hospital, USA; Harvard Medical School, USA; 6College of Computing and Data Science, Nanyang Technological University, Singapore; Deep NeuroCognition Lab, I2R and CFAR, Agency for Science, Technology and Research, Singapore

| Ablations | UnVal | UnVal | EqVal |
|---|---|---|---|
| EqPre | UnPre | UnPre | |
| Behavior Clone | 61.7 | 48.5 | 60.1 |
| VF (2D-CNN) | 75.3 | 63.7 | 70.0 |
| Explicit Val. Emb. | 69.2 | 56.7 | 61.8 |
| W/o Augmentation | 51.3 | 52.0 | 52.2 |
| Full VF (ours) | 72.6 | 67.1 | 81.6 |