Unseen
Benchmarks
| 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 | |
| Pose and facial landmark consistency | Unseen cross-identity out-of-distribution (test) | PLC13.4 | 8 | |
| Human Image Animation | Unseen | FID27.62 | 8 | |
| Person Re-identification | Unseen Training Order-2 (average) | mAP77.3 | 5 | |
| 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 | |
| Gene Expression Generation | Unseen datasets | MSE0.04 | 3 | |
| 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 | |
| RR-interval AF detection | Unseen (Pt. holdout) | Sensitivity86.04 | 1 | |
| Polyp Segmentation | Unseen Challenge | DSC78.74 | 1 |
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