| { |
| "selection_method": "CropVLM was run on the full testing dataset. Examples were selected from correct predictions by descending cosine margin between the correct class and the second-highest class, preferring less-common crops and keeping at most one image per class.", |
| "score_type": "cosine similarity after L2-normalizing image and text embeddings", |
| "examples": [ |
| { |
| "file": "cacao.png", |
| "source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/cacao/cacao_01171.png", |
| "class": "cacao", |
| "top1_score": 0.336548, |
| "second_class": "mango", |
| "second_score": 0.218446, |
| "margin": 0.118102 |
| }, |
| { |
| "file": "olive.png", |
| "source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/olive/olive_01140.png", |
| "class": "olive", |
| "top1_score": 0.329435, |
| "second_class": "peas", |
| "second_score": 0.215531, |
| "margin": 0.113904 |
| }, |
| { |
| "file": "cauliflower.png", |
| "source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/cauliflower/cauliflower_01107.png", |
| "class": "cauliflower", |
| "top1_score": 0.355567, |
| "second_class": "cucumber", |
| "second_score": 0.246063, |
| "margin": 0.109503 |
| }, |
| { |
| "file": "sugarcane.png", |
| "source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/sugarcane/sugarcane_01134.png", |
| "class": "sugarcane", |
| "top1_score": 0.334631, |
| "second_class": "rice", |
| "second_score": 0.226767, |
| "margin": 0.107864 |
| }, |
| { |
| "file": "sunflower.png", |
| "source": "/mnt/e/Desktop/Datasets/FruitDataset/Crop_Dataset_testing/sunflower/sunflower_01425.png", |
| "class": "sunflower", |
| "top1_score": 0.309900, |
| "second_class": "pineapple", |
| "second_score": 0.208610, |
| "margin": 0.101291 |
| } |
| ] |
| } |
|
|
