Document Understanding on GRAPH2EVAL-BENCH
59.16F1 ScoreGPT-4o
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| GPT-4oAgent Setting=Multi-Agent, Model Type=Multimodal Model2025.10 | 59.16 | 48.73 | 76.23 | 3,560.92 | |
| GPT-4oAgent Setting=Single Agent, Model Type=Multimodal Model2025.10 | 57.66 | 48.74 | 78.54 | 1,631.82 | |
| Qwen2.5-VL-72BAgent Setting=Single Agent, Model Type=Multimodal Model2025.10 | 57.3 | 48.37 | 70.94 | 2,394.19 | |
| Qwen2.5-VL-72BAgent Setting=Multi-Agent, Model Type=Multimodal Model2025.10 | 56.73 | 47.11 | 69.99 | 3,855.65 | |
| Deepseek-V3Agent Setting=Multi-Agent, Model Type=Textual Model2025.10 | 54.97 | 46.35 | 79.84 | 3,462.88 | |
| Deepseek-V3Agent Setting=Single Agent, Model Type=Textual Model2025.10 | 53.76 | 45.18 | 83.51 | 1,710.65 | |
| Deepseek-V3.1Agent Setting=Single Agent, Model Type=Textual Model2025.10 | 52.76 | 43.29 | 78.16 | 1,777.98 | |
| Deepseek-V3.1Agent Setting=Multi-Agent, Model Type=Textual Model2025.10 | 51.41 | 42.53 | 78.75 | 3,435.12 | |
| Qwen2.5-VL-32BAgent Setting=Multi-Agent, Model Type=Multimodal Model2025.10 | 43.41 | 38.13 | 50.08 | 3,779.32 | |
| GPT-4.1 miniAgent Setting=Single Agent, Model Type=Multimodal Model2025.10 | 42.02 | 42.02 | 82.02 | 3,593.13 | |
| Qwen2.5-VL-32BAgent Setting=Single Agent, Model Type=Multimodal Model2025.10 | 36.77 | 33 | 48.11 | 2,275.01 | |
| GPT-4.1 miniAgent Setting=Multi-Agent, Model Type=Multimodal Model2025.10 | 34.96 | 30.68 | 69.72 | 4,679.13 | |
| Qwen2.5-VL-7BAgent Setting=Multi-Agent, Model Type=Multimodal Model2025.10 | 34.96 | 25.48 | 69.73 | 3,732.27 | |
| Qwen2.5-VL-7BAgent Setting=Single Agent, Model Type=Multimodal Model2025.10 | 20.93 | 19.39 | 54.27 | 2,455.17 |