Multi-modal Visualization Generation on MultiVis-Bench Basic Generation
69.97Low-Level Type ScoreMultiVis-Agent
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MultiVis-AgentModel=gemini2026.01 | 69.97 | 42.57 | 37.62 | 76.24 | 92.08 | 77.23 | 65.95 | 87.95 | 87.43 | 74.5 | 68.65 | 80.12 | 92.64 | 80.02 | 72.99 | |
| MultiVis-AgentModel=gpt2026.01 | 66.01 | 36.3 | 19.8 | 73.6 | 84.16 | 72.94 | 58.8 | 82.01 | 82.87 | 70.79 | 59.57 | 69.88 | 90 | 73.44 | 66.12 | |
| Instructing LLMModel=gemini2026.01 | 54.58 | 43.46 | 22.55 | 69.61 | 71.57 | 66.01 | 54.63 | 75.08 | 75.88 | 64.46 | 62.83 | 65.6 | 79.41 | 68.7 | 61.66 | |
| LLM WorkflowModel=gpt2026.01 | 52.81 | 34.98 | 6.27 | 47.85 | 39.27 | 61.06 | 40.37 | 64.85 | 65.08 | 57.1 | 49.67 | 52.23 | 70.63 | 57.99 | 49.18 | |
| Instructing LLMModel=gpt2026.01 | 50.5 | 40.92 | 12.54 | 58.75 | 40.26 | 56.77 | 43.29 | 64.93 | 66.53 | 58.25 | 51.49 | 55.53 | 71.78 | 59.46 | 51.37 | |
| LLM WorkflowModel=gemini2026.01 | 50.5 | 37.29 | 14.85 | 50.5 | 55.45 | 67 | 45.93 | 75.91 | 78.12 | 64.93 | 60.07 | 64.36 | 79.54 | 68.52 | 57.23 | |
| nvAgentModel=gpt2026.01 | 27.72 | 15.18 | 3.3 | 49.5 | 59.74 | 48.18 | 33.94 | 33.33 | 30.73 | 30.78 | 20.13 | 33.75 | 49.54 | 31.43 | 32.68 | |
| nvAgentModel=gemini2026.01 | 24.42 | 16.83 | 2.97 | 45.21 | 53.8 | 42.24 | 30.91 | 30.94 | 29.41 | 26.49 | 21.95 | 31.68 | 46.67 | 29.69 | 30.3 |