List your company

ResearchFormerly WizWand

PlantVillage

Benchmarks

TaskDatasetSOTA resultTrendResults

Leaf Disease Classification

PlantVillage

98.87Accuracy

35

Image Classification

PlantVillage

76.4Accuracy

12

Leaf Disease Classification

PlantVillage Dataset (test)

0.987Accuracy

10

Apple leaf disease classification

PlantVillage apple

99.79Accuracy

10

Few-Shot Classification

PlantVillage 5-Way

89.41-Shot Accuracy

9

5-way Few-Shot Classification

PlantVillage Under Visual Domain Shift

71.21-shot Accuracy

8

Saliency Map Generation

PlantVillage

0.015Average Generation Time (s)

7

Species Classification

PlantVillage

33Top-1 Accuracy

7

Few-shot Classification

PlantVillage MetaAlbum (test)

681-Shot Accuracy

6

Counterfactual Generation

PlantVillage

0.36L1 Loss

5

Grape Leaf Disease Classification

PlantVillage (test)

96.23Accuracy

5

Visual Question Answering

PlantVillage VQA (test)

2BLEU-4

4

Image Classification

PlantVillage 15-shot (test)

97.8Accuracy

4

Image Classification

PlantVillage 10-shot (test)

97.08Accuracy

4

Image Classification

PlantVillage 5-shot (test)

89.85Accuracy

4

Image Classification

PlantVillage 1-shot (test)

49.08Accuracy

4

Few-shot Classification

PlantVillage (Early-to-Late)

0.83Cross-Stage Gen.

3

Few-shot Image Classification

PlantVillage Experimental Setup-2: Apple, Blueberry, and Cherry plants

63.8Accuracy (1 Shot)

2

Semantic Segmentation

PlantVillage (test)

85mIoU

1

Image Classification

PlantVillage 15-class (test)

99.23Test Accuracy

1

Few-shot Classification

PlantVillage (Early-to-Early)

—Primary metric

0