Sensitivity-Aware Visual Parameter-Efficient Fine-Tuning

Benchmark Model Rank Results
object-counting-on-clevr-countSPT-LoRA ViT-B/16 (VTAB-1k)#1Accuracy: 84.4
monocular-depth-estimation-on-clevr-distanceSPT-Adapter ViT-B/16 (VTAB-1k)#2Accuracy: 68.0
image-classification-on-vtab-1k-group-meanSPT-Adapter#3Accuracy: 76.4