Omkar2118/datasets huggingface dataset:
TexRel

Green family of datasets for emergent communications on relations.

By comparison with other relations datasets, TexRel provides rapid training and experimentation, whilst being sufficiently large to avoid overfitting in the context of emergent communications.

Introducing paper: TexRel: a Green Family of Datasets for Emergent Communications on Relations
ShapeWorld

**ShapeWorld** is a new evaluation methodology and framework for multimodal deep learning models, with a focus on formal-semantic style generalization capabilities. In this framework, artificial data is automatically generated according to predefined specifications. This controlled data generation makes it possible to introduce previously unseen instance configurations during evaluation, which consequently require the system to recombine learned concepts in novel ways.

Source: [ShapeWorld - A new test methodology for multimodal language understanding](https://paperswithcode.com/paper/shapeworld-a-new-test-methodology-for)
Image Source: [ShapeWorld - A new test methodology for multimodal language understanding](https://paperswithcode.com/paper/shapeworld-a-new-test-methodology-for)

Introducing paper: ShapeWorld - A new test methodology for multimodal language understanding