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Ice-bench: A unified and comprehensive benchmark for image creating and editing

2 Pith papers cite this work. Polarity classification is still indexing.

2 Pith papers citing it

citation-role summary

background 1 baseline 1

citation-polarity summary

fields

cs.CV 2

years

2025 2

verdicts

UNVERDICTED 2

representative citing papers

Emu3.5: Native Multimodal Models are World Learners

cs.CV · 2025-10-30 · unverdicted · novelty 6.0

Emu3.5 is a native multimodal world model pre-trained on over 10 trillion vision-language tokens with next-token prediction, post-trained via reinforcement learning, and accelerated by Discrete Diffusion Adaptation for efficient interleaved generation and world exploration.

Step1X-Edit: A Practical Framework for General Image Editing

cs.CV · 2025-04-24 · unverdicted · novelty 4.0

Step1X-Edit integrates a multimodal LLM with a diffusion decoder, trained on a custom high-quality dataset, to deliver image editing performance that surpasses open-source baselines and approaches proprietary models on the new GEdit-Bench.

citing papers explorer

Showing 2 of 2 citing papers.

  • Emu3.5: Native Multimodal Models are World Learners cs.CV · 2025-10-30 · unverdicted · none · ref 68

    Emu3.5 is a native multimodal world model pre-trained on over 10 trillion vision-language tokens with next-token prediction, post-trained via reinforcement learning, and accelerated by Discrete Diffusion Adaptation for efficient interleaved generation and world exploration.

  • Step1X-Edit: A Practical Framework for General Image Editing cs.CV · 2025-04-24 · unverdicted · none · ref 40

    Step1X-Edit integrates a multimodal LLM with a diffusion decoder, trained on a custom high-quality dataset, to deliver image editing performance that surpasses open-source baselines and approaches proprietary models on the new GEdit-Bench.