Multimodal Agent Task on MMSearch-Plus
43.72Average@4XSkill
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XSkillModel=Gemini-3-Flash2026.03 | 43.72 | 56.4 | |
| AWMModel=Gemini-3-Flash2026.03 | 43.36 | 54.98 | |
| DCModel=Gemini-3-Flash2026.03 | 40.28 | 55.45 | |
| Agent-KBModel=Gemini-3-Flash2026.03 | 39.81 | 53.08 | |
| w/ ToolsModel=Gemini-3-Flash2026.03 | 39.57 | 53.55 | |
| XSkillModel=Gemini-2.5-Pro2026.03 | 27.96 | 44.08 | |
| DCModel=Gemini-2.5-Pro2026.03 | 24.64 | 40.76 | |
| Agent-KBModel=Gemini-2.5-Pro2026.03 | 23.22 | 37.91 | |
| w/ ToolsModel=Gemini-2.5-Pro2026.03 | 21.56 | 35.55 | |
| AWMModel=Gemini-2.5-Pro2026.03 | 20.85 | 36.97 | |
| XSkillModel=o4-mini2026.03 | 17.3 | 23.7 | |
| AWMModel=o4-mini2026.03 | 16.94 | 22.75 | |
| No ToolsModel=Gemini-3-Flash2026.03 | 16.47 | 24.64 | |
| XSkillModel=GPT-5-mini2026.03 | 16.11 | 23.22 | |
| w/ ToolsModel=o4-mini2026.03 | 15.88 | 21.8 | |
| Agent-KBModel=o4-mini2026.03 | 15.17 | 20.38 | |
| AWMModel=GPT-5-mini2026.03 | 14.81 | 20.85 | |
| DCModel=o4-mini2026.03 | 14.57 | 22.27 | |
| w/ ToolsModel=GPT-5-mini2026.03 | 14.22 | 20.38 | |
| DCModel=GPT-5-mini2026.03 | 13.74 | 18.48 | |
| Agent-KBModel=GPT-5-mini2026.03 | 13.63 | 19.91 | |
| No ToolsModel=Gemini-2.5-Pro2026.03 | 10.43 | 19.43 | |
| No ToolsModel=o4-mini2026.03 | 5.92 | 12.32 | |
| No ToolsModel=GPT-5-mini2026.03 | 3.08 | 6.64 |