Multimodal Agent Task on AgentVista benchmark leaderboard · SOTA2 Research

Multimodal Agent Task on AgentVista

23.85Average@4XSkill

Evaluation Results

Method	Links
XSkill2026.03		23.85	38.53
XSkill2026.03		23.39	40.37
XSkill2026.03		22.94	34.86
XSkill2026.03		22.32	33.94
DC2026.03		21.79	35.78
Agent-KB2026.03		21.33	38.53
DC2026.03		21.1	36.7
Agent-KB2026.03		20.87	33.94
w/ Tools2026.03		20.64	39.45
Qwen3.5-35B-A3B2026.05		20.64	36.7
w/ Tools2026.03		20.41	35.78
GPT-5-mini2026.05		20.41	35.78
w/ Tools2026.03		20.18	33.94
DC2026.03		20.18	36.7
Gemini-2.5-Pro2026.05		20.18	33.94
Agent-KB2026.03		19.95	34.86
AWM2026.03		19.95	29.36
AWM2026.03		19.72	32.11
AWM2026.03		19.5	37.61
Agent-KB2026.03		19.5	31.19
AWM2026.03		19.04	34.86
No Tools2026.03		19.04	25.69
o4-mini2026.05		19.04	25.69
DC2026.03		18.81	28.44
No Tools2026.03		18.58	28.44
GPT-5-mini2026.05		18.58	28.44
No Tools2026.03		18.35	29.36
Kimi-K2.52026.05		18.35	31.19
w/ Tools2026.03		18.12	29.36
o4-mini2026.05		18.12	29.36
Kimi-K2.52026.05		18.12	30.28
No Tools2026.03		17.89	28.44
Gemini-2.5-Pro2026.05		17.89	28.44
Qwen3.5-Plus2026.05		16.74	31.19
Qwen3.5-35B-A3B2026.05		16.51	29.36
GLM-4.6V2026.05		15.6	31.19
Qwen3.5-35B-A3B2026.05		15.37	32.11
GLM-4.6V2026.05		15.14	24.77
Qwen3.5-Plus2026.05		11.47	18.35
Qwen3.5-35B-A3B2026.05		10.32	17.43