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S1

Benchmarks

Task NameDataset NameSOTA ResultTrend
Cluster count selectionS1
Selected Cluster Count5
21
Hyperspectral UnmixingS1 (simulated)
Magnetite RMSE0.0151
8
Membership Inference AttackS1 Distillation Gemini-2.0-flash
AUROC0.852
7
Membership Inference AttackS1.1 Distillation Deepseek-R1
AUROC98.4
7
Nuclear SegmentationS1 (full)
AJI+77.3
6
Point-level consensus correctness predictionS1
AUPRC99.7
4
ClusteringS1
SmM87.28
1
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