SQUID
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Stereo Depth Estimation | SQUID zero-shot | Relative Error (Rel)0.0705 | 16 | |
| Underwater Image Enhancement | SQUID | PS3.23 | 12 | |
| Underwater Image Enhancement | SQUID non-reference (test) | UIQM2.45 | 9 | |
| Spatial reasoning on satellite imagery | SQuID (connectivity) | Accuracy74.04 | 6 | |
| Spatial reasoning on satellite imagery | SQuID (fragmentation) | Accuracy81.63 | 6 | |
| Spatial reasoning on satellite imagery | SQuID Overall | Accuracy42 | 6 | |
| Spatial reasoning on satellite imagery | SQuID (Tier 3) | Accuracy18.84 | 6 | |
| Spatial reasoning on satellite imagery | SQuID Tier 2 | Accuracy54.06 | 6 | |
| Spatial reasoning on satellite imagery | SQuID Tier 1 | Accuracy53.52 | 6 | |
| Monocular Depth Estimation | SQUID (test) | RMSE2.563 | 6 |
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