Image Translation on Translatotron-V De-En (test) benchmark leaderboard · SOTA2 Research

Image Translation on Translatotron-V De-En (test)

27.77BLEUUniTranslator

Evaluation Results

Method	Links
UniTranslator2026.06		27.77	27.14	80.6
GPT-Image-12026.06		27.38	23.05	70.81
UniTranslator2026.06		25.03	24.86	81.84
Translatotron-V2026.06		22.2	22.17	78.11
TIT+T2I2026.06		21.87	21.78	78.01
OCR+MT+T2I2026.06		21.6	21.58	77.38
GPT-Image-12026.06		20.75	16.01	73.69
PEIT+T2I2026.06		18.51	18.55	77.41
Translatotron-V2026.06		15.39	15.26	78.32
OCR+MT+T2I2026.06		15.37	14.87	77.85
TIT+T2I2026.06		14.8	14.73	78.12
Nano-Banana2026.06		12.7	12.91	74.95
PEIT+T2I2026.06		10.91	10.78	77.4
Nano-Banana2026.06		10.16	10.41	74.74
Pixel-level Transformer2026.06		2.08	2.61	77.53
GLM-Image2026.06		0.4	0.4	61.94
Uniworld2026.06		0.25	0.24	79.05
Qwen-Image2026.06		0.23	0.23	78.58
LongCat-Image2026.06		0.22	0.22	75.52
GLM-Image2026.06		0.2	0	61.81
Qwen-Image2026.06		0.2	0.2	77.67
Bagel2026.06		0.18	0.18	72.18
Pixel-level Transformer2026.06		0.15	0.15	75.38
Bagel2026.06		0.13	0	72.39
Uniworld2026.06		0.13	0.13	77.78
LongCat-Image2026.06		0.06	0.06	74.51
Janus2026.06		0	0	72.02
Janus2026.06		0	0	70.8