Article
Beyond Image Preferences - Rich Human Feedback for Text-to-Image Generation
RapidataAI
• • 14
Marian Kannwischer
canwiper
AI & ML interests
RLHF & Computer Vision
Recent Activity
reacted to jasoncorkill's post with 🚀 about 22 hours ago
Most public benchmarks collapse model performance into one broad preference signal.
That makes it hard to understand which capabilities differentiate between models. It's also almost impossible to inspect the evidence behind it. So @RapidataAI is releasing Benchmark.AI.
We started with an SVG generation benchmark including 42 models, 500 prompts, 1.9M+ human judgements, 300K+ match-ups.
We evaluate models separately on Preference, Alignment and Coherence, while making the prompts, outputs, match-ups and methodology public.
Full dataset: https://huggingface.co/datasets/Rapidata/svg-benchmark
Full benchmark: https://www.benchmark.ai/svg
Methodology feedback and benchmark suggestions very welcome!
liked a dataset 2 months ago
Rapidata/svg-benchmark liked a dataset 8 months ago
Rapidata/bananamark-datasetOrganizations
published an article over 1 year ago
published an article over 1 year ago
Article
Crowd-sourced Open Preference Dataset for Text-to-Image Generation
RapidataAI
• • 18