How do you decide when a vision model is ready to publish?

I keep running into the question of when a new vision model has enough evidence behind it to submit, especially when benchmarks are noisy and results vary between runs.

I'm curious how others decide that the evaluation is sufficient rather than just convenient.

What signals tell you a model is ready for review?