| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| iCubWorld 5-shot | KL div. + MSE | mAP78.5 | 13 | 1mo ago | |
| iCubWorld 1-shot | MOCHA (text) | mAP62.8 | 13 | 1mo ago | |
| CORe50 5-shot | MOCHA (AuXFT) | mAP70.6 | 13 | 1mo ago | |
| CORe50 1-shot | MOCHA (AuXFT) | mAP60.9 | 13 | 1mo ago | |
| POD 5-shot | MOCHA (AuXFT) | mAP45.9 | 13 | 1mo ago | |
| PerSeg 1-shot | MOCHA (AuXFT) | mAP59.1 | 13 | 1mo ago | |
| POD 5-shot | LLaVa (hi) + CLIP (zV,i) | Accuracy80.7 | 5 | 1mo ago | |
| POD 1-shot | LLaVa + CLIP + PCA (512) | Accuracy67.8 | 5 | 1mo ago |
