TIGER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multiple Instance Learning Classification | TIGER | Accuracy96.9 | 20 | |
| Multiagent offline planning | Tiger SDec | Planning Value109.0925 | 18 | |
| Time prediction | TIGeR 86k (test) | ToY Error48.86 | 16 | |
| POMDP Abstraction | Tiger full actions | Validation Error Rate0 | 10 | |
| Geo-localization | TIGeR 86k (test) | Recall@200km48.63 | 8 | |
| Segmentation | TIGER (test) | Dice Score45.9 | 8 | |
| WSI-level segmentation | TIGER | Dice72.6 | 8 | |
| Recommendation | TIGER Tools Backbone (Period 3) | H@52.55 | 7 | |
| Geo-time Aware Image Retrieval | TIGeR 86k (test) | Recall@13.51 | 5 | |
| Segmentation | TIGER wsirois (internal held-out) | Dice Score59 | 5 | |
| Segmentation | TIGER wsibulk (internal held-out) | Dice89.2 | 5 | |
| Compositional Image Retrieval | TIGeR 86k (test) | Recall@117.84 | 4 | |
| POMDP Planning | Tiger | PBVI Original Time (s)0.001 | 1 | |
| Multi-instance Learning Classification | TIGER classical MIL (10-fold cross-val) | Metric- | 0 |
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