SPACE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Aspect-based Summarization | SPACE (test) | ROUGE-143.46 | 24 | |
| Summary Generation | SPACE | SCrefs93.62 | 13 | |
| Regression | space_ga | RMSE0.0711 | 12 | |
| Spatial Causal Inference | SpaCE PM2.5 Components (SO4 -> PM2.5, rd=2, Conf: OC) v1.0 (test) | Direct Effect (DIR)1.24 | 11 | |
| Spatial Causal Inference | SpaCE PM2.5 Components (SO4 -> PM2.5, rd=2, Conf: NH4) v1.0 (test) | DIR Score1.23 | 11 | |
| Spatial Causal Inference | SpaCE - Air Pollution and Mortality PM2.5 -> m, rd=1, Conf: qsummer v1.0 (test) | Directional Error0.02 | 11 | |
| Opinion Summarization | SPACE hotels (test) | Coverage1 | 11 | |
| Active Mapping | Space | PSNR26.14 | 10 | |
| Regression | space (test) | MSE0.0249 | 10 | |
| Multi-review summarization | SPACE (test) | Info Score30 | 10 | |
| Opinion Summarization | SPACE | Coverage100 | 9 | |
| Level Generation | Space Scale L single-page context | Runtime (s)3.163 | 6 | |
| Level Generation | Space Scale M single-page context | Runtime (s)0.366 | 6 | |
| Level Generation | Space Scale S single-page context | Runtime (s)0.07 | 6 | |
| Meta-review summarization | SPACE Hotels | Coverage100 | 6 | |
| Aspect-specific summarization | SPACE aspect-specific | R-212.65 | 5 | |
| Aspect Summarization | SPACE | Aspect Informativeness48 | 3 | |
| General Summarization | SPACE | Informativeness52.7 | 3 |
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