| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Person Re-identification | UnSeen Avg | mAP78.1 | 56 | |
| Universal Targeted Adversarial Attack | Unseen (test) | KMRa52.6 | 18 | |
| Human Image Animation | Unseen100 | L1 Loss27,100 | 9 | |
| 3D Garment Deformation | Unseen all factors | Ev4.94 | 4 | |
| Text-to-Image Retrieval | Unseen species-level | Top-1 Acc86.5 | 4 | |
| Image-to-Text Retrieval | Unseen species-level | Top-1 Accuracy76.8 | 4 | |
| Image-to-Audio Retrieval | Unseen species-level | Top-1 Accuracy28 | 3 | |
| Audio-to-Image Retrieval | Unseen species-level | Top-1 Accuracy29.3 | 3 | |
| Text-to-Audio Retrieval | Unseen species-level | Top-1 Accuracy54.1 | 3 | |
| Audio-to-Text Retrieval | Unseen species-level | Top-1 Accuracy36.6 | 3 | |
| Polyp Segmentation | Unseen Challenge | DSC78.74 | 1 |