| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-Agent Path Finding (MAPF) | random 32x32-20 | Success Rate100 | 77 | |
| Multi-Agent Path Finding (MAPF) | random 64x64-20 | Success Rate100 | 73 | |
| Adversarial Attack | Random-10M | Success Rate99.2 | 20 | |
| Adversarial Attack | Random-2M | Success Rate100 | 20 | |
| Adversarial Attack | Random-500k | Success Rate100 | 20 | |
| kNN | Random | QPS3,662,188 | 16 | |
| Robot Navigation | Random (Evaluation) | Goal Success Rate96.4 | 12 | |
| Generative Identity Unlearning | Random | Identity Distance (ID)0.6538 | 10 | |
| Image Retrieval | Random (test) | Recall@179.39 | 10 | |
| Path-following | Random 1 cm, 1° 1.0 (test) | Success Rate99.3 | 8 | |
| Scene Graph Parsing | Random (test) | Set Match79.77 | 6 | |
| Compression Capacity | Random GloVe (test) | Max Tokens792 | 6 | |
| Lossless text compression | Random | Compression Ratio (bits)2.83 | 5 |