| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| DTD | RADAM | Accuracy84 | 131 | 6d ago | |
| FMD (Flickr Material Database) | RADAM | Accuracy95.2 | 40 | 6d ago | |
| KTH 2-b | RADAM | Accuracy94.4 | 37 | 6d ago | |
| DTD | MMRL | Base Accuracy85.67 | 27 | 26d ago | |
| GTOS | RADAM | Accuracy87.2 | 25 | 6d ago | |
| GTOS-Mobile | RADAM | Accuracy90.2 | 22 | 3mo ago | |
| DTD (test) | SFG (hat) | Accuracy91.7 | 19 | 3mo ago | |
| DTD | LoRSP | Accuracy76.71 | 12 | 1d ago | |
| DTD New classes | MMA | Accuracy65.63 | 12 | 3mo ago | |
| CUReT (test) | ScatNet-2 (PCA) | Error Rate0.2 | 11 | 3mo ago | |
| UIUC | FV-VGGVD | Accuracy99.9 | 6 | 6d ago | |
| Describable Texture Dataset (DTD) (5-fold cross validation) | SRM | Top-1 Accuracy50.44 | 6 | 3mo ago | |
| UMD | EfficientNet-B5 | Accuracy99.9 | 5 | 6d ago | |
| User Study Texture Cls. | UMI | Completion Rate100 | 3 | 2mo ago | |
| FreeTacMan 20 trials (test) | FreeTacMan (+ Pretrain) | Success Rate85 | 3 | 2mo ago |
