| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Sorting | Accuracy99.6 | 7 | 1mo ago | ||
| CUDA-LLM task suite | OptiML | Time6.85 | 5 | 1mo ago | |
| Sorting task | Ours overlay | Success Rate (100ms)95 | 3 | 12d ago | |
| Sorting and Stacking 20 lux | E-VLA adapter | Success Rate70 | 3 | 12d ago | |
| Sorting and Stacking 25 lux | E-VLA adapter | Success Rate80 | 3 | 12d ago | |
| Sorting and Stacking 30 lux | E-VLA adapter | Success Rate82.5 | 3 | 12d ago | |
| Sorting and Stacking 35 lux | E-VLA adapter | Success Rate82.5 | 3 | 12d ago | |
| Sorting and Stacking 40 lux | Image | Success Rate85 | 3 | 12d ago | |
| Sorting and Stacking 75 lux | Image | Success Rate100 | 3 | 12d ago | |
| Real-robot manipulation environment | SmolVLA | Success Rate85.5 | 3 | 1mo ago | |
| SORTING w/o human | Success Rate93 | 2 | 1mo ago | ||
| SORTING w/ human | PACS | Success Rate80 | 2 | 1mo ago | |
| CUDA-LLM task suite (test) | - | Time- | 0 | 1mo ago |
