Tag
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sequential Decision Making | Tag | Average Reward-2.3 | 30 | |
| Single Object Tracking | TAG (val) | AUC78.2 | 17 | |
| Single Object Tracking | TAG (test) | AUC78 | 17 | |
| Image Classification | TAG | Accuracy58 | 12 | |
| POMDP Simulation | Tag | Reward1.7 | 11 | |
| Material Property Recognition | TAG (Touch-and-Go) | Category Accuracy (top-1)80.1 | 10 | |
| Video Object Segmentation | TAG (val) | J&F Score87.9 | 9 | |
| Video Object Segmentation | TAG (test) | J&F Score87.4 | 9 | |
| Tactile Recognition | TAG-C tactile modality, continuous cross-domain setting (test) | Brittleness Score67.6 | 6 | |
| Classification | TAG-C corrupted visual modality | Top-1 Accuracy62 | 6 | |
| Classification | TAG-C corrupted visual modality v1 based on ImageNet-C corruptions (test) | Brightness Accuracy (TAG-C)61.6 | 6 | |
| Image Classification | TAG → X average across unseen | Accuracy56.2 | 6 |
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