Real Data
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Bandit Learning | Real Data (Attack) Wine Quality | Mean Regret1,620.39 | 10 | |
| Novel View Synthesis | Real Data (Interpolation) | PSNR32.653 | 9 | |
| cube-single-play | real-data-E | Normalized Score32.7 | 6 | |
| cube-single-play | real-data-C electricity-hourly | Normalized Score42.1 | 6 | |
| cube-single-play | real-data-A australian-electricity-demand | Normalized Score23.7 | 6 | |
| Shape Prediction | Real Data | Chamfer Distance (mm)3.786 | 3 | |
| Similarity Search (Fine-grained match) | Real data | Precision@347.4 | 3 | |
| Similarity Search (Family match) | Real data | Precision@364.5 | 3 | |
| Object Retrieval & Goal Navigation | Real Data unmapped UO | R-RSR Success Rate1 | 3 | |
| Object Retrieval & Goal Navigation | Real Data relocated RO | R-RSR1 | 3 | |
| Object Retrieval & Goal Navigation | Real Data static SO | R-RSR1 | 3 | |
| Synthetic Data Quality Assessment | Real Data reference | FID14.3 | 2 |
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