Compare with other approaches

[creatorrr]

Dumb question:

How does setfit compare with other approaches for sentence classification in low data settings? Two that may be worth comparing to:

• Various techniques for augmented SBERT
• Simple Contrastive Learning SimCSE

Pros and cons of these approaches? Thoughts?

[tomaarsen]

The augmented SBERT link is faulty: there's a / missing. The augmented SBERT link does work.

Those would be very interesting to compare against. I'm not sure if anyone has tried to do so yet.

[creatorrr]

Thanks for the correction. :)

[creatorrr]

Yes I agree. Is there some dataset that we could use as a good benchmark?