| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Object Folder Real | ViTaPEs | Top-1 Accuracy92.7 | 10 | 2mo ago | |
| ARMBench (test) | RoboLLM | Recall@198 | 10 | 3mo ago | |
| YCB-Slide | ViTaPEs | Top-1 Accuracy96.9 | 6 | 2mo ago | |
| HOMER (Multi-user sharing) | COIN | Subset Accuracy100 | 5 | 6d ago | |
| Personal-VCL-Bench Objects | Agentic Context Bank | Accuracy82.52 | 4 | 22d ago | |
| FP-RefCOCOg augmented (val) | READ | See84.67 | 4 | 3mo ago | |
| FP-RefCOCO+ augmented (val) | READ | See83.51 | 4 | 3mo ago | |
| FP-RefCOCO augmented (val) | READ | See82.87 | 4 | 3mo ago | |
| CIFAR-10 | percept-aware optimization | Delta MSE (%)-58.4 | 2 | 3mo ago |
