DeepGen 1.0: A Lightweight Unified Multimodal Model for Advancing Image Generation and Editing

Benchmark Model Rank Results
image-editing-on-risebenchDeepGen-1.0#7RISEBench Overall Accuracy: 13.3
image-editing-on-imgedit-dataDeepGen-1.0#10Overall: 4.14
text-to-image-generation-on-cvtg-2kDeepGen-1.0 (RL)#18Word Accuracy: 0.7533NED: 0.8936
text-to-image-generation-on-dpg-benchDeepGen-1.0 (RL)#19DPG-Bench Score: 87.90
image-editing-on-gedit-bench-enDeepGen-1.0#21Overall: 7.17
text-to-image-generation-on-genevalDeepGen-1.0 (RL)#44Overall: 0.87
image-generation-on-wiseDeepGen 1.0 (RL)–Overall: 0.73Cultural: 0.72Time: 0.81Space: 0.70Biology: 0.67…
image-generation-on-wiseDeepGen 1.0 (SFT)–Overall: 0.72Cultural: 0.70Time: 0.71Space: 0.82Biology: 0.62…
text-to-image-generation-on-wiseDeepGen 1.0 (RL)–Overall: 0.73Cultural: 0.72Time: 0.81Space: 0.70Biology: 0.67…
text-to-image-generation-on-wiseDeepGen 1.0 (SFT)–Overall: 0.72Cultural: 0.70Time: 0.71Space: 0.82Biology: 0.62…