Proactive Demand Detection on IntentFlow (Demand)
85.5Business MetricsGemini-3-Flash
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Gemini-3-Flash2026.04 | 85.5 | 90.3 | 86.4 | 78.8 | 83.2 | 89.7 | 88.4 | 76.1 | 89.9 | 65 | 83.3 | |
| IntentFlow2026.04 | 80.6 | 87.2 | 86.9 | 79.4 | 86.1 | 88.1 | 86.5 | 83.6 | 86.4 | 77 | 84.2 | |
| GPT-5-Nano2026.04 | 80.5 | 87.4 | 88.4 | 77.2 | 58 | 53.4 | 51.6 | 77.5 | 74.4 | 63.1 | 71.2 | |
| GPT-5-Mini2026.04 | 79.9 | 80.8 | 78.5 | 71.3 | 78.8 | 75.8 | 80.6 | 77.3 | 80.5 | 68.5 | 77.2 | |
| IntentFlow2026.04 | 79.2 | 86 | 85.4 | 78.8 | 85.3 | 86.2 | 86.3 | 82.4 | 85.7 | 75.8 | 83.1 | |
| GPT-oss-120b2026.04 | 75.2 | 75.8 | 69.2 | 66.5 | 68.8 | 72.6 | 68.6 | 68.9 | 69.3 | 67.8 | 70.3 | |
| Gemini-3-Flash2026.04 | 74.7 | 85.1 | 85.7 | 73 | 84 | 88 | 84.8 | 77.9 | 85.2 | 69.9 | 80.8 | |
| GPT-5-Mini2026.04 | 71.1 | 69.1 | 73.2 | 65.8 | 78.3 | 60.3 | 69.5 | 63.4 | 67.3 | 46.5 | 66.5 | |
| Claude-Haiku-4.52026.04 | 70.5 | 75.5 | 72.8 | 66.7 | 58.6 | 68.3 | 57.5 | 63.9 | 68 | 59.9 | 66.2 | |
| GPT-oss-120b2026.04 | 68.6 | 62.2 | 61.1 | 58 | 56.6 | 66.4 | 50.5 | 49.3 | 52.4 | 45.9 | 57.1 | |
| GPT-5-Nano2026.04 | 66.6 | 78.8 | 77.1 | 63.9 | 70.2 | 71.4 | 69.7 | 76.1 | 74.8 | 66.3 | 71.5 | |
| Qwen3.5-Flash2026.04 | 63.7 | 63 | 58.1 | 56.5 | 61 | 63.5 | 62.9 | 60.9 | 61.5 | 59.8 | 61.1 | |
| Claude-Haiku-4.52026.04 | 62.9 | 57.2 | 55.6 | 45.1 | 21.7 | 39.7 | 15.8 | 32.4 | 36.9 | 21.7 | 38.9 | |
| DeepSeek-V3.22026.04 | 60.5 | 66.4 | 62.2 | 60.1 | 53.5 | 57.5 | 54.9 | 71 | 71.2 | 58.6 | 61.6 | |
| Qwen3-30B-A3B2026.04 | 52.3 | 60.8 | 64.7 | 57 | 57.9 | 60.6 | 52.7 | 59.5 | 70.6 | 52.5 | 58.9 | |
| Gemini-2.5-Flash-Lite2026.04 | 49.4 | 55.5 | 48 | 51 | 52.8 | 52.8 | 51.9 | 59.1 | 55.2 | 45.1 | 52.1 | |
| DeepSeek-V3.22026.04 | 44.7 | 42.4 | 33.8 | 34.7 | 7 | 18.1 | 12.6 | 53.5 | 54.2 | 21.7 | 32.3 | |
| Qwen3.5-Flash2026.04 | 34.6 | 32 | 23.2 | 20.2 | 30.8 | 31.9 | 29.5 | 29.6 | 28.6 | 30.6 | 29.1 | |
| Gemini-2.5-Flash-Lite2026.04 | 17.6 | 30.2 | 15.2 | 17.1 | 15.4 | 18.1 | 11.6 | 27.5 | 28.6 | 6.4 | 18.8 | |
| Qwen3-30B-A3B2026.04 | 15.1 | 29.1 | 51.5 | 27.5 | 19.6 | 43.1 | 8.4 | 24.6 | 53.6 | 15.9 | 28.8 |