Active Multi-target Tracking on Simulation (5 episodes)
472.9RMSEVBLL-rule
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VBLL-ruleExecution Category=Rule-based execution2026.04 | 472.9 | 13.83 | 12.78 | |
| VBLLExecution Category=Learning-based execution, Selection strategy type=uncertainty-aware2026.04 | 480.8 | 14.06 | 13.01 | |
| Explore-ruleExecution Category=Rule-based execution2026.04 | 481.8 | 14.24 | 13.17 | |
| Reacq-ruleExecution Category=Rule-based execution2026.04 | 486.02 | 14.43 | 13.38 | |
| Random-ruleExecution Category=Rule-based execution2026.04 | 486.9 | 14.31 | 13.2 | |
| DDPM-NeuralbanditExecution Category=Learning-based execution, Selection strategy type=uncertainty-aware2026.04 | 497.92 | 14.39 | 13.36 | |
| Track-ruleExecution Category=Rule-based execution2026.04 | 499.96 | 14.48 | 13.41 | |
| DDPM-MC DropoutExecution Category=Learning-based execution, Selection strategy type=uncertainty-aware2026.04 | 505.53 | 14.98 | 13.59 | |
| DDPM-MLP RegressionExecution Category=Learning-based execution, Selection strategy type=fixed & deterministic2026.04 | 511.33 | 14.78 | 13.5 | |
| DDPM-ReacqExecution Category=Learning-based execution, Selection strategy type=fixed & deterministic2026.04 | 512.15 | 14.82 | 13.55 | |
| DDPM-ExploreExecution Category=Learning-based execution, Selection strategy type=fixed & deterministic2026.04 | 514.18 | 14.64 | 13.37 | |
| DDPM-MoE SelectionExecution Category=Learning-based execution, Selection strategy type=fixed & deterministic2026.04 | 515.18 | 14.86 | 13.56 | |
| MATT-DiffExecution Category=Learning-based execution, Selection strategy type=fixed & deterministic2026.04 | 521.57 | 14.98 | 13.59 | |
| DDPM-RandomExecution Category=Learning-based execution, Selection strategy type=fixed & deterministic2026.04 | 524.3 | 14.9 | 13.53 | |
| DDPM-TrackExecution Category=Learning-based execution, Selection strategy type=fixed & deterministic2026.04 | 554.46 | 14.95 | 13.48 |