Out-Of-Domain
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Distributional alignment | out-of-domain (test) | Jensen-Shannon Divergence0.16 | 56 | |
| Image Retrieval | Out-of-domain (OOD) | mAP68.7 | 28 | |
| VPD screening | Out-of-domain heterogeneous public Internet recordings (test) | Accuracy69.5 | 24 | |
| Human preference alignment | Out-of-Domain (test) | Agreement81.8 | 15 | |
| Machine Translation | Out-Of-Domain (OOD) (val) | BLEU11.08 | 10 | |
| Ambisonics encoding | Out-of-Domain | Coherence0.4 | 7 | |
| Shading Estimation | Out-of-domain | MSE0.007 | 3 | |
| Albedo Estimation | Out-of-domain | MSE0.0064 | 3 | |
| Depth Estimation | Out-of-domain | REL0.2117 | 3 | |
| Surface Normal Estimation | Out-of-domain | L1 Error0.0872 | 3 |
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