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Benchmarks
Perturbation Identification on AICS (5-fold cross-val)
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92.2
Accuracy
HASSL
63.288
70.794
78.3
85.806
Jul 5, 2026
Accuracy
F1 Score (macro)
F1 Score (weighted)
Updated 19d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score (macro)
F1 Score (weighted)
HASSL
variant=full
2026.07
92.2
88.9
92
HASSL
variant=w/o DT, config...
2026.07
88.8
86.7
88.3
OpenPhenom
2026.07
85.7
75.8
84.2
Cellpaint-DINO
2026.07
84.2
71.8
81.7
HASSL
variant=w/o DT, config...
2026.07
83
79
82.8
Baseline DINOv3
2026.07
81.9
77.1
81.8
ChadaViT
2026.07
79.2
72.5
78.3
scDINO
2026.07
65
53.8
63.4
HCSC
2026.07
64.4
56.2
63.5
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