Update README.md

README.md

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 [BioInteract](https://georgianagmanolache.github.io/biointeract/) a large-scale multimodal dataset that enables the systematic generation of benchmarks for evaluating model correctness and consistency under semantic variation.
 
+## BioInteract Dataset
+BioInteract, the largest publicly available multimodal dataset of biotic interaction, specifically curated for vision and machine learning application in the context of AI-driven ecological research.
+BioInteract includes 256K images annotated with 15.4K unique triplets across five kingdoms (*Animalia*, *Plantae*, *Fungi*, *Chromista*, and *incertae sedis*) and nine ecologically standardized interaction types.
+
 ### Directory
 ```plaintext
 main/
 ├── BioInteract/
-│   ├── part_0.csv
-│   ├── part_0.parquet
-│   ├── part_1.parquet
-│   ├── .
-│   ├── .
-│   ├── .
-│   └── part_626.parquet
+│   └── train-00000-of-00001.parquet
 ├── BioInteract-benchmark/
-│   ├── CrypticBioCommon.csv
+│   ├── BioInteractCommon.csv
 │   └── BioInteract100.csv
 ├──README.md
 └──.gitattributes