Update README.md
Browse files
README.md
CHANGED
@@ -72,16 +72,16 @@ cite as:
|
|
72 |
}
|
73 |
```
|
74 |
|
75 |
-
## Large-Scale Foundation Model Training
|
76 |
|
77 |
#### Dataset Partitions
|
78 |
|
79 |
-
| Partition
|
80 |
-
|
81 |
-
| **Closed-world
|
82 |
-
| **Open-world
|
83 |
-
| **Novelty Detection
|
84 |
-
| **Pretraining
|
85 |
|
86 |
|
87 |
#### Supported Tasks
|
|
|
72 |
}
|
73 |
```
|
74 |
|
75 |
+
## Large-Scale Foundation Model Training for biodiversity research
|
76 |
|
77 |
#### Dataset Partitions
|
78 |
|
79 |
+
| Partition | Example Splits | Description |
|
80 |
+
|---------------------|---------------------------------------|---------------------------------------------------------------------------|
|
81 |
+
| **Closed-world** | train, val, test | Samples with known species names for supervised classification. |
|
82 |
+
| **Open-world** | key_unseen, val_unseen, test_unseen | Placeholder species names but known genera, enabling generalization to unseen species. |
|
83 |
+
| **Novelty Detection**| other_heldout | Unknown species and genus, suitable for open-set detection. |
|
84 |
+
| **Pretraining** | pretrain | Unlabeled data for self-/semi-supervised learning at scale. |
|
85 |
|
86 |
|
87 |
#### Supported Tasks
|