ResearchBenchmarksImage Classification on PathMNIST Long-tailed Imbalance (test)Image Classification on PathMNIST Long-tailed Imbalance (test)Follow58.11Balanced Accuracy (10% annotation cost)PriorAL46.430849.462952.49555.5271May 30, 2026Evaluation resultsMethodMethodLinksBalanced Accuracy (10% annotation cost)Balanced Accuracy (20% annotation cost)PriorALBackbone=CLIP-L14, Fou...Backbone=CLIP-L14, Foundation Model=CLIP-L142026.0558.1157.91RandomBackbone=CLIP-L14, Fou...Backbone=CLIP-L14, Foundation Model=CLIP-L142026.0546.8849.13