realism
Datasets
All datasets matching “realism”niah-realism
NIAH Realism Evaluation — Cell G Outputs
Part of the data release for "Training Alignment Auditors via Reinforcement Learning" (ICLR 2026).
What's here
Full outputs of the Needle-in-a-Haystack realism evaluation (Cell G of the 4-bucket
suite). Adapts the methodology of Kissane et al. — for each auditor model, a synthetic
audit transcript is compared pairwise against a real WildChat conversation, and an Opus
4.6 judge is asked which is more realistic. Win rate is the… See the full description on the dataset page: https://huggingface.co/datasets/PaulR11/niah-realism.Canopus-Realism-Minimalist📝Disclaimer/Note:
🙀The images included in these datasets are intended solely for educational purposes. They are used to facilitate learning, research, and development in various educational and academic contexts. All images are sourced with the understanding that their use aligns with fair use principles and the educational objectives of this project.
⚠️ users are accountable for the content they generate and are responsible for ensuring it meets appropriate ethical standards.
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.… See the full description on the dataset page: https://huggingface.co/datasets/prithivMLmods/Canopus-Realism-Minimalist.gemini-2.5-vs-pro-realism-ai-perception
Gemini 2.5 Flash vs Gemini 3 Pro: Photorealism Comparaison
The dataset quantifies how much better Google's newest image model, Gemini 3 Pro Image, is at generating photorealistic images compared to Gemini 2.5 Flash Image.
This text-to-image benchmark dataset contains 6428 human judgments from annotators across 50+ countries, collected in under 20 minutes using the Rapidata Python API, accessible to anyone and ideal for small to large scale evaluation.
Overview
30… See the full description on the dataset page: https://huggingface.co/datasets/indomar/gemini-2.5-vs-pro-realism-ai-perception.ImageShield-Guardrail-Realism-60K
[!IMPORTANT]
This dataset contains sensitive visual content intended for training Image Guard, Image Filter, and Image Shield models. Due to the sensitive nature of the data, access is gated and requires manual review. Access may be approved for users who provide a valid research, safety, or development purpose.
ImageShield-Guardrail-Realism-60K
ImageShield-Guardrail-Realism-60K is a specialized, curated dataset comprising ~60,000 labeled images focused on evaluating and… See the full description on the dataset page: https://huggingface.co/datasets/prithivMLmods/ImageShield-Guardrail-Realism-60K.qwen_image_Kook_realism_female_model_imagesai_art_realism