{ "time": "2025-06-25 18:17:55", "multi_modal_results": [ { "Agent": "ZoomEye", "VLMs": "Qwen2.5-VL-72B-Instruct", "Score": 51.56, "Pass Rate": 0.9981, "Total Input Tokens": 76808965, "Total Output Tokens": 1276460, "All Tokens": 78085425 }, { "Agent": "ZoomEye", "VLMs": "Qwen2.5-VL-7B-Instruct", "Score": 48.06, "Pass Rate": 0.965, "Total Input Tokens": 94418593, "Total Output Tokens": 1472836, "All Tokens": 95891429 }, { "Agent": "IO", "VLMs": "Qwen2.5-VL-72B-Instruct", "Score": 44.47, "Pass Rate": 1.0, "Total Input Tokens": 6174490, "Total Output Tokens": 2114, "All Tokens": 6176604 }, { "Agent": "ZoomEye", "VLMs": "InternVL2.5-8B", "Score": 43.42, "Pass Rate": 0.9934, "Total Input Tokens": 153857588, "Total Output Tokens": 2017170, "All Tokens": 155874758 }, { "Agent": "IO", "VLMs": "InternVL2.5-8B", "Score": 42.95, "Pass Rate": 1.0, "Total Input Tokens": 2779778, "Total Output Tokens": 2335, "All Tokens": 2782113 }, { "Agent": "IO", "VLMs": "Qwen2.5-VL-7B-Instruct", "Score": 42.86, "Pass Rate": 1.0, "Total Input Tokens": 6174490, "Total Output Tokens": 2114, "All Tokens": 6176604 }, { "Agent": "ZoomEye", "VLMs": "Llava-v1.5-7B", "Score": 31.6, "Pass Rate": 0.9886, "Total Input Tokens": 113073261, "Total Output Tokens": 1368724, "All Tokens": 114441985 }, { "Agent": "IO", "VLMs": "Llava-v1.5-7B", "Score": 24.79, "Pass Rate": 1.0, "Total Input Tokens": 734868, "Total Output Tokens": 17036, "All Tokens": 751904 }, { "Agent": "V*", "VLMs": "seal_vqa & seal_vsm", "Score": 15.14, "Pass Rate": 0.7237, "Total Input Tokens": 0, "Total Output Tokens": 0, "All Tokens": 0 } ] }