Visual Task Adaptation Benchmark (1000 examples per task)

Canonical transfer-learning benchmark covering 19 diverse vision tasks (natural, specialized, structured). Each task provides only 1000 labeled examples to test how well pretrained representations transfer to new domains with limited data.