Reasoning Generation on WISE 1.0 (test) benchmark leaderboard · SOTA2 Research

Reasoning Generation on WISE 1.0 (test)

80Overall ScoreGPT-4o

Evaluation Results

Method	Links
GPT-4o2025.12		80	81	71	89	83	79	74
ThinkGen2025.12		76	78	73	85	74	74	68
BAGEL2025.12		70	76	69	75	65	75	58
STAR2025.12		66	61	67	61	74	69	66
BLIP3-o-8B2025.12		62	—	—	—	—	—	—
MetaQuery-XL2025.12		55	56	55	62	49	63	41
ThinkGen2025.12		55	53	55	71	51	58	40
BAGEL2025.12		52	44	55	68	44	60	39
FLUX.1-dev2025.12		50	48	58	62	42	51	35
PixArt-α2025.12		47	45	50	48	49	56	34
OmniGen22025.12		47	42	52	64	43	50	34
SD-3.5-large2025.12		46	44	50	58	44	52	31
SDXL2025.12		43	43	48	47	44	45	27
Emu32025.12		39	34	45	48	41	45	27
Janus-Pro-7B2025.12		35	30	37	49	36	42	26
Show-o2025.12		35	28	40	48	30	46	30
VILA-U2025.12		31	26	33	37	35	39	23