C. elegans
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Clustering | C. elegans | ARI0.61 | 7 | |
| Super-Resolution | C. elegans evaluation 2 | PSNR40.95 | 6 | |
| Super-Resolution | C. elegans 1 (evaluation) | PSNR33.18 | 6 | |
| 3D Image Reconstruction | C. elegans 3 (evaluation) | PSNR34.81 | 6 | |
| Lineage Inference | C. elegans 500–750 | Ratio Observed Time Points66.3 | 4 | |
| Lineage Inference | C. elegans 300–500 | Ratio of Observed Time Points45.8 | 4 | |
| Lineage Inference | C. elegans 100–300 | Ratio of Observed Time Points15.4 | 4 | |
| Connectome Inference | C. elegans neural connectomes | AUC88.2 | 4 | |
| C. elegans annotation | C. elegans (test) | Accuracy96.4 | 3 | |
| 3D Posture Reconstruction | C. elegans manual annotations 237 poses | Mean Pixel Distance1.46 | 2 | |
| 3D Posture Reconstruction | C. elegans manual annotations 226 poses | Mean Pixel Distance1.34 | 2 | |
| Cell Shape Generation | C. elegans (test) | Size (µm³)36.5 | 2 | |
| 3D Posture Reconstruction | C. elegans manual annotations 487 poses | Mean Pixel Distance1.53 | 1 |
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