OMNI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Reasoning | Omni Hard | Accuracy18.58 | 14 | |
| Medical Multimodal Reasoning | Omni | Accuracy84.73 | 12 | |
| Monocular metric depth estimation | OMNI | Delta-1 Accuracy73.73 | 8 | |
| Semantic Segmentation | OMNI | mIoU23.02 | 8 | |
| Medical Visual Question Answering | Omni. | Accuracy83.3 | 4 | |
| Regime identification | OMNI | Regime Accuracy99.2 | 4 | |
| Cross-domain Localization | OMNI | Regime Accuracy94 | 1 | |
| Regime Classification | OMNI cross-domain | Regime Accuracy69.6 | 1 | |
| Meeting Transcript Evaluation | OMNI | Coherence3.5 | 1 |
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