OpenCodePapers

text-to-image-generation-on-tiif-bench-mini

Image GenerationText-to-Image Generation
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PaperCodeAccuracyModelNameReleaseDate
SenseNova-U1: Unifying Multimodal Understanding and Generation with NEO-unify Architecture✓ Link89.74SenseNova-U1-8B-MoT2026-05-12
Emu3.5: Native Multimodal Models are World Learners✓ Link89.48Emu3.5 (34B)2025-10-30
Scaling Properties of Text Conditioning in Visual Generation✓ Link89.1Qwen-Image + Structured Prompter2026-07-31
Qwen-Image Technical Report✓ Link86.14Qwen-Image2025-08-04
Read It Back: Pretrained MLLMs Are Zero-Shot Reward Models for Text-to-Image Generation✓ Link85.23SpectraReward (512px)2026-07-13
GLM-Image: Auto-regressive for Dense-knowledge and High-fidelity Image Generation✓ Link81.01GLM-Image2026-01-14
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer✓ Link80.20Z-Image2025-11-27
Interleaving Reasoning for Better Text-to-Image Generation✓ Link76.00IRG2025-09-08
UniCorn: Towards Self-Improving Unified Multimodal Models through Self-Generated Supervision✓ Link74.7UniCorn2026-01-06
Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding✓ Link71.27Lumina-DiMOO2025-10-07
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