| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Xi’an transport planning environment | PCN | Normalized Hypervolume0.93 | 41 | 23d ago | |
| Amsterdam transport planning environment | PCN | Normalized Hypervolume0.97 | 40 | 23d ago | |
| RLVR-GSM | PALM | Multiplicative Gap (ε)0.0112 | 12 | 12d ago | |
| Maze | Mean Episode Reward (MER)223.55 | 11 | 25d ago | ||
| Queue | MER1.6 | 11 | 25d ago | ||
| MO-Gymnasium MOWalker2D | Sparsity294 | 8 | 1mo ago | ||
| MO-Gymnasium MOHumanoid | Sparsity62.5 | 8 | 1mo ago | ||
| MO-Gymnasium MOSwimmer | Sparsity15.4 | 8 | 1mo ago | ||
| MO-Gymnasium MOAnt | Sparsity354 | 8 | 1mo ago | ||
| MO-Gymnasium MOHalfcheetah | Sparsity12.6 | 8 | 1mo ago | ||
| MO-Gymnasium HopperEnv | EmoDM | Sparsity3.24 | 8 | 1mo ago | |
| MO-Gymnasium Water Reservoir | Sparsity3.45 | 8 | 1mo ago | ||
| MO-Gymnasium MountainCar | Sparsity90.4 | 8 | 1mo ago | ||
| MO-Gymnasium MOLunarLander | EmoDM | Sparsity14.8 | 8 | 1mo ago | |
| MO-Gymnasium Fishwood | Sparsity2.21 | 8 | 1mo ago | ||
| MO-Gymnasium BreakableBottles | Sparsity40.2 | 8 | 1mo ago | ||
| MO-Gymnasium FruitTree | EmoDM | Sparsity326 | 8 | 1mo ago | |
| MO-Gymnasium FourRoom | Sparsity521 | 8 | 1mo ago | ||
| MO-Gymnasium ResourceGathering | Deep Qlearning | Sparsity809 | 8 | 1mo ago | |
| MO-Gymnasium HighwayEnv | EmoDM | Sparsity22 | 8 | 1mo ago | |
| MO-Gymnasium Deep Sea Treasure | Sparsity20.1 | 8 | 1mo ago | ||
| mo-halfcheetah v5 | PRISM | HV (x10^4)22,500 | 6 | 1mo ago | |
| mo-walker2d v5 | MORL/D | Hypervolume (HV)6,520,000 | 6 | 1mo ago | |
| MuJoCo Swimmer | PA2D-MORL | Hypervolume3.187 | 5 | 27d ago | |
| MuJoCo Ant | PA2D-MORL | Hypervolume (HV)6.814 | 5 | 27d ago |
