4-Shot Setting
Generalization Benchmark
Accuracy · Oxford Flowers · CUB · Oxford Pets · Stanford Cars · FGVC Aircraft
DiVE-k (Ours)
Open Methods
Positive Δ
Negative Δ
Average Accuracy — All Datasets
Accuracy by Dataset
DiVE-k Improvements Over Baselines
Δ Accuracy vs ViRFT and QWEN2.5-VL-7B across datasets