PlantVillage
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
PlantVillage
98.87Accuracy
35
PlantVillage
76.4Accuracy
12
PlantVillage Dataset (test)
0.987Accuracy
10
PlantVillage apple
99.79Accuracy
10
PlantVillage 5-Way
89.41-Shot Accuracy
9
PlantVillage Under Visual Domain Shift
71.21-shot Accuracy
8
PlantVillage
0.015Average Generation Time (s)
7
PlantVillage
33Top-1 Accuracy
7
PlantVillage MetaAlbum (test)
681-Shot Accuracy
6
PlantVillage
0.36L1 Loss
5
PlantVillage (test)
96.23Accuracy
5
PlantVillage VQA (test)
2BLEU-4
4
PlantVillage 15-shot (test)
97.8Accuracy
4
PlantVillage 10-shot (test)
97.08Accuracy
4
PlantVillage 5-shot (test)
89.85Accuracy
4
PlantVillage 1-shot (test)
49.08Accuracy
4
PlantVillage (Early-to-Late)
0.83Cross-Stage Gen.
3
PlantVillage Experimental Setup-2: Apple, Blueberry, and Cherry plants
63.8Accuracy (1 Shot)
2
PlantVillage (test)
85mIoU
1
PlantVillage 15-class (test)
99.23Test Accuracy
1
PlantVillage (Early-to-Early)
—Primary metric
0