cell-imaging/subcellportable

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Cell Painting knockout retrieval (RxRx3-core) cell-imaging/cell-painting-perturbation-retrieval

Metric	Value	95% CI	n	Rank	Best in catalogue	Source	Overlap	Board
Replicate mAP (zero-shot) ↑ higher is better · zero-shot	0.101 best	[0.087, 0.115]	100	1 / 2	0.101	reproduced	none declared	Board
Knockout accuracy, 20-way (logistic probe) ↑ higher is better · probe	0.120 best	[0.070, 0.170]	100	1 / 2	0.120	reproduced	none declared	Board
Fraction retrieved (zero-shot) ↑ higher is better · zero-shot · secondary	0.000 best	[0.000, 0.000]	100	—	0.000	reproduced	none declared	Board
Knockout macro F1, 20-way (logistic probe) ↑ higher is better · probe · secondary	0.111 best	[0.059, 0.159]	100	—	0.111	reproduced	none declared	Board
Knockout top-5 accuracy, 20-way (logistic probe) ↑ higher is better · probe · secondary	0.350 best	[0.270, 0.430]	100	—	0.350	reproduced	none declared	Board