Random
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Variable Gapped Longest Common Subsequence Problem | RANDOM benchmark suite | Objective Score294.4 | 99 | |
| Multi-Agent Path Finding (MAPF) | random 32x32-20 | Success Rate100 | 83 | |
| 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 | |
| Trajectory Reconstruction | Random left out subjects (test) | MAE0.49 | 10 | |
| 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 | |
| RO reformulation | Random | Accuracy96.9 | 6 | |
| RO reformulation | Random In-Distribution | Accuracy97.4 | 6 | |
| Multi-Agent Path Finding | random-32-32-20 # agents: 200 | UA Conflicts6.74 | 6 | |
| 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 | |
| Vector Retrieval | random | Recall@1061 | 4 | |
| Transfer Learning (ip ← dk) | Random Split | RMSE0.5257 | 4 | |
| Transfer Learning (hv ← kri) | Random (Split) | RMSE0.908 | 4 | |
| Transfer Learning (hv ← ef) | Random (Split) | RMSE0.8112 | 4 | |
| Transfer Learning (ip ← bp) | Random Split | RMSE0.4631 | 4 | |
| Transfer Learning (hv ← ct) | Random Split | RMSE0.9207 | 4 | |
| Transfer Learning (hv ← bp) | Random Split | RMSE0.8267 | 4 |
Showing 25 of 33 rows