Blocks
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Generalized Planning | Blocks (Extrapolation) | Coverage60 | 17 | |
| Generalized Planning | Blocks (Interpolation) | Coverage100 | 17 | |
| Generalized Planning | Blocks (val) | Coverage100 | 17 | |
| Failure Detection | Blocks Real-world | AUCPR95 | 12 | |
| Blocks Rearrangement Planning | Blocks (test) | Execution Time0.21 | 11 | |
| Task Planning | Blocks Vec3 (test) | Success Rate100 | 9 | |
| Task Planning | Blocks Vec3 distribution (train) | Success Rate100 | 9 | |
| Plan Generation | Blocks 1.0 (extrapolation) | QS0.13 | 7 | |
| Plan Generation | Blocks 1.0 (interpolation) | QS Score100 | 7 | |
| Plan Generation | Blocks 1.0 (val) | QS1 | 7 | |
| Automated Planning | Blocks (interpolation) | Normalized Coverage Score100 | 7 | |
| Planning | blocks | Coverage100 | 5 | |
| Automated Planning | Blocks (extrapolation) | QSS1 | 3 | |
| Automated Planning | Blocks (val) | QSS1 | 3 | |
| Visual Task Planning and Graph Learning | Blocks 3 | Opt72 | 3 | |
| Visual Task Planning and Graph Learning | Blocks 2 | Opt93.7 | 3 | |
| Planning Domain Learning | blocks4 (Action traces) | Intersection Count (|z ∩ x'|)3 | 2 | |
| Planning Domain Learning | blocks3 (Action traces) | Intersection Count (|z ∩ x'|)2 | 2 | |
| Action Schema Induction | Blocks (aggregated instances 1-3) | Precision86.36 | 1 |
Showing 19 of 19 rows