| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CFMS | LoRA FT | Accuracy83.25 | 17 | 3mo ago | |
| Software Repository | TIDE | Coverage21.93 | 12 | 1mo ago | |
| Personal Workspace | TIDE | Coverage70.11 | 12 | 1mo ago | |
| Cat Individual Images | SigLIP2-Giant + E5-Small-v2 + gating | Top-1 Accuracy89.52 | 6 | 4mo ago | |
| DogFaceNet 17 (test) | SigLIP2-Giant + E5-Small-v2 + gating | Top-1 Accuracy78.18 | 6 | 4mo ago | |
| Cattely | CattleViT | Rank-1 Accuracy99.42 | 4 | 1mo ago | |
| Industrial Dataset | Accuracy98.4 | 3 | 4mo ago | ||
| 858-image evaluation dataset gallery-probe queries (test) | PLGSA-Transformer | Rank-1 Acc78 | 1 | 18d ago |
